diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index ea5fdfa..30d3ad9 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -6,22 +6,16 @@ labels: bug
 assignees: ''
 ---
 
-**Describe the bug**
-A clear description of what the bug is.
+**Describe the bug** A clear description of what the bug is.
 
-**To Reproduce**
-Steps to reproduce:
-1.
-2.
-3.
+**To Reproduce** Steps to reproduce: 1. 2. 3.
 
-**Expected behavior**
-What you expected to happen.
+**Expected behavior** What you expected to happen.
 
 **Environment**
+
 - Node.js version:
 - Package version:
 - OS:
 
-**Additional context**
-Any other context about the problem.
+**Additional context** Any other context about the problem.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
index edb648c..10b7c13 100644
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -6,14 +6,10 @@ labels: enhancement
 assignees: ''
 ---
 
-**Is your feature request related to a problem?**
-A clear description of the problem.
+**Is your feature request related to a problem?** A clear description of the problem.
 
-**Describe the solution you'd like**
-What you want to happen.
+**Describe the solution you'd like** What you want to happen.
 
-**Alternatives considered**
-Any alternative solutions you've considered.
+**Alternatives considered** Any alternative solutions you've considered.
 
-**Additional context**
-Any other context or screenshots.
+**Additional context** Any other context or screenshots.
diff --git a/.github/SECURITY.md b/.github/SECURITY.md
index 383a08a..32adeed 100644
--- a/.github/SECURITY.md
+++ b/.github/SECURITY.md
@@ -13,5 +13,5 @@ We will acknowledge receipt within 48 hours and aim to release a fix within 7 da
 ## Supported Versions
 
 | Version | Supported |
-|---------|-----------|
+| ------- | --------- |
 | 1.0.x   | Yes       |
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c2596fd..c76bb73 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,33 +1,33 @@
 version: 2
 updates:
-  - package-ecosystem: "npm"
-    directory: "/"
+  - package-ecosystem: 'npm'
+    directory: '/'
     schedule:
-      interval: "weekly"
+      interval: 'weekly'
     groups:
       development-dependencies:
-        dependency-type: "development"
+        dependency-type: 'development'
     ignore:
       # @typescript-eslint/eslint-plugin peers on typescript ">=4.8.4 <6.1.0".
       # A major bump to TS 7 makes `npm ci` fail with ERESOLVE. Revisit when
       # typescript-eslint ships TS 7 support.
-      - dependency-name: "typescript"
-        update-types: ["version-update:semver-major"]
+      - dependency-name: 'typescript'
+        update-types: ['version-update:semver-major']
       # graphql 17 is not yet supported by the surrounding ecosystem:
       # graphql-request peers on "14 - 16", graphql-yoga on "^15.2.0 || ^16.0.0".
       # Revisit once those ship v17-compatible releases.
-      - dependency-name: "graphql"
-        update-types: ["version-update:semver-major"]
+      - dependency-name: 'graphql'
+        update-types: ['version-update:semver-major']
     commit-message:
-      prefix: "fix"
-      prefix-development: "chore"
-  - package-ecosystem: "github-actions"
-    directory: "/"
+      prefix: 'fix'
+      prefix-development: 'chore'
+  - package-ecosystem: 'github-actions'
+    directory: '/'
     schedule:
-      interval: "weekly"
+      interval: 'weekly'
     groups:
       github-actions:
         patterns:
-          - "*"
+          - '*'
     commit-message:
-      prefix: "chore"
+      prefix: 'chore'
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 67db0ff..bca6f2b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,7 +17,8 @@ jobs:
           node-version: ${{ matrix.node-version }}
           cache: 'npm'
       - run: npm ci
-      - run: npm run lint
+      - name: Ultracite check
+        run: npm run lint
       - run: npm run typecheck
       - run: npm test
       - run: npm run build
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 2a39fc4..04bf365 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -8,9 +8,9 @@ on:
   workflow_dispatch:
     inputs:
       bump:
-        description: "Semver bump"
+        description: 'Semver bump'
         required: true
-        default: "patch"
+        default: 'patch'
         type: choice
         options:
           - patch
@@ -29,7 +29,7 @@ jobs:
       - uses: actions/setup-node@v4
         with:
           node-version: 22
-          registry-url: "https://registry.npmjs.org"
+          registry-url: 'https://registry.npmjs.org'
       - name: Upgrade npm (OIDC trusted publishing needs npm >= 11.5; pin 11)
         run: npm install -g npm@11
       - name: Install
diff --git a/.prettierignore b/.prettierignore
new file mode 100644
index 0000000..c317064
--- /dev/null
+++ b/.prettierignore
@@ -0,0 +1 @@
+AGENTS.md
diff --git a/.prettierrc b/.prettierrc
deleted file mode 100644
index 4cbc711..0000000
--- a/.prettierrc
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "semi": true,
-  "singleQuote": true,
-  "trailingComma": "all",
-  "printWidth": 100,
-  "tabWidth": 2
-}
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000..ff26838
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,123 @@
+# Ultracite Code Standards
+
+This project uses **Ultracite**, a zero-config preset that enforces strict code quality standards through automated formatting and linting.
+
+## Quick Reference
+
+- **Format code**: `npm exec -- ultracite fix`
+- **Check for issues**: `npm exec -- ultracite check`
+- **Diagnose setup**: `npm exec -- ultracite doctor`
+
+ESLint + Prettier + Stylelint (the underlying engine) provides robust linting and formatting. Most issues are automatically fixable.
+
+---
+
+## Core Principles
+
+Write code that is **accessible, performant, type-safe, and maintainable**. Focus on clarity and explicit intent over brevity.
+
+### Type Safety & Explicitness
+
+- Use explicit types for function parameters and return values when they enhance clarity
+- Prefer `unknown` over `any` when the type is genuinely unknown
+- Use const assertions (`as const`) for immutable values and literal types
+- Leverage TypeScript's type narrowing instead of type assertions
+- Use meaningful variable names instead of magic numbers - extract constants with descriptive names
+
+### Modern JavaScript/TypeScript
+
+- Use arrow functions for callbacks and short functions
+- Prefer `for...of` loops over `.forEach()` and indexed `for` loops
+- Use optional chaining (`?.`) and nullish coalescing (`??`) for safer property access
+- Prefer template literals over string concatenation
+- Use destructuring for object and array assignments
+- Use `const` by default, `let` only when reassignment is needed, never `var`
+
+### Async & Promises
+
+- Always `await` promises in async functions - don't forget to use the return value
+- Use `async/await` syntax instead of promise chains for better readability
+- Handle errors appropriately in async code with try-catch blocks
+- Don't use async functions as Promise executors
+
+### React & JSX
+
+- Use function components over class components
+- Call hooks at the top level only, never conditionally
+- Specify all dependencies in hook dependency arrays correctly
+- Use the `key` prop for elements in iterables (prefer unique IDs over array indices)
+- Nest children between opening and closing tags instead of passing as props
+- Don't define components inside other components
+- Use semantic HTML and ARIA attributes for accessibility:
+  - Provide meaningful alt text for images
+  - Use proper heading hierarchy
+  - Add labels for form inputs
+  - Include keyboard event handlers alongside mouse events
+  - Use semantic elements (`<button>`, `<nav>`, etc.) instead of divs with roles
+
+### Error Handling & Debugging
+
+- Remove `console.log`, `debugger`, and `alert` statements from production code
+- Throw `Error` objects with descriptive messages, not strings or other values
+- Use `try-catch` blocks meaningfully - don't catch errors just to rethrow them
+- Prefer early returns over nested conditionals for error cases
+
+### Code Organization
+
+- Keep functions focused and under reasonable cognitive complexity limits
+- Extract complex conditions into well-named boolean variables
+- Use early returns to reduce nesting
+- Prefer simple conditionals over nested ternary operators
+- Group related code together and separate concerns
+
+### Security
+
+- Add `rel="noopener"` when using `target="_blank"` on links
+- Avoid `dangerouslySetInnerHTML` unless absolutely necessary
+- Don't use `eval()` or assign directly to `document.cookie`
+- Validate and sanitize user input
+
+### Performance
+
+- Avoid spread syntax in accumulators within loops
+- Use top-level regex literals instead of creating them in loops
+- Prefer specific imports over namespace imports
+- Avoid barrel files (index files that re-export everything)
+- Use proper image components (e.g., Next.js `<Image>`) over `<img>` tags
+
+### Framework-Specific Guidance
+
+**Next.js:**
+- Use Next.js `<Image>` component for images
+- Use `next/head` or App Router metadata API for head elements
+- Use Server Components for async data fetching instead of async Client Components
+
+**React 19+:**
+- Use ref as a prop instead of `React.forwardRef`
+
+**Solid/Svelte/Vue/Qwik:**
+- Use `class` and `for` attributes (not `className` or `htmlFor`)
+
+---
+
+## Testing
+
+- Write assertions inside `it()` or `test()` blocks
+- Avoid done callbacks in async tests - use async/await instead
+- Don't use `.only` or `.skip` in committed code
+- Keep test suites reasonably flat - avoid excessive `describe` nesting
+
+## When ESLint + Prettier + Stylelint Can't Help
+
+ESLint + Prettier + Stylelint's linter will catch most issues automatically. Focus your attention on:
+
+1. **Business logic correctness** - ESLint + Prettier + Stylelint can't validate your algorithms
+2. **Meaningful naming** - Use descriptive names for functions, variables, and types
+3. **Architecture decisions** - Component structure, data flow, and API design
+4. **Edge cases** - Handle boundary conditions and error states
+5. **User experience** - Accessibility, performance, and usability considerations
+6. **Documentation** - Add comments for complex logic, but prefer self-documenting code
+
+---
+
+Most formatting and common issues are automatically fixed by ESLint + Prettier + Stylelint. Run `npm exec -- ultracite fix` before committing to ensure compliance.
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5506b9a..53d8b22 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,12 +2,12 @@
 
 All notable changes to this project will be documented in this file.
 
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
-and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 ## [1.0.0] - 2026-02-15
 
 ### Added
+
 - Schema introspection and parsing via `fetchSchema` and `parseSchema`
 - Operation builder with configurable depth via `buildOperation`
 - MCP server generation with `createAgentToolkitServer` and `createToolsFromSchema`
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index 69afb85..1346303 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -2,12 +2,7 @@
 
 ## Our Pledge
 
-We as members, contributors, and leaders pledge to make participation in our
-community a harassment-free experience for everyone, regardless of age, body
-size, visible or invisible disability, ethnicity, sex characteristics, gender
-identity and expression, level of experience, education, socio-economic status,
-nationality, personal appearance, race, caste, color, religion, or sexual
-identity and orientation.
+We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, or sexual identity and orientation.
 
 ## Our Standards
 
@@ -29,10 +24,7 @@ Examples of unacceptable behavior:
 
 ## Enforcement
 
-Instances of abusive, harassing, or otherwise unacceptable behavior may be
-reported to the project maintainers. All complaints will be reviewed and
-investigated and will result in a response that is deemed necessary and
-appropriate to the circumstances.
+Instances of abusive, harassing, or otherwise unacceptable behavior may be reported to the project maintainers. All complaints will be reviewed and investigated and will result in a response that is deemed necessary and appropriate to the circumstances.
 
 ## Attribution
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 6c231c8..66525f3 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -39,6 +39,7 @@ npm run lint     # Run ESLint
 ## Reporting Bugs
 
 Please open an issue with:
+
 - Steps to reproduce
 - Expected behavior
 - Actual behavior
diff --git a/README.md b/README.md
index 351000c..ea06f68 100644
--- a/README.md
+++ b/README.md
@@ -14,6 +14,7 @@
 </p>
 
 ---
+
 Turn any GraphQL API into AI-agent-ready tools -- MCP servers, LangChain tools, and framework adapters.
 
 **graphql-agent-toolkit** introspects a GraphQL endpoint, generates typed operations, and exposes them as tools that AI agents can discover and call. It supports the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) out of the box, so you can connect any MCP-compatible AI client to any GraphQL API in seconds.
@@ -149,8 +150,8 @@ import { summarizeResponse, formatForLLM } from 'graphql-agent-toolkit';
 
 // Summarize a large response
 const { summary, metadata } = summarizeResponse(largeResponse, {
-  maxItems: 5,        // max array items to include
-  maxDepth: 3,        // max nesting depth
+  maxItems: 5, // max array items to include
+  maxDepth: 3, // max nesting depth
   maxStringLength: 200, // truncate long strings
   includeMetadata: true, // add _meta with counts
 });
@@ -223,9 +224,9 @@ import { generateMockData, createMockExecutor } from 'graphql-agent-toolkit';
 
 // Generate mock data for a specific type
 const mockUser = generateMockData(schema, 'User', {
-  seed: 42,         // deterministic output
-  arrayLength: 3,   // items per list field
-  maxDepth: 3,      // max recursion depth
+  seed: 42, // deterministic output
+  arrayLength: 3, // items per list field
+  maxDepth: 3, // max recursion depth
 });
 console.log(mockUser);
 // { id: 'id_id_0', name: 'mock_name', posts: [...] }
@@ -234,10 +235,7 @@ console.log(mockUser);
 const mockExecutor = createMockExecutor(schema, { seed: 42 });
 
 // Use it anywhere a GraphQLExecutor is expected
-const result = await mockExecutor.execute(
-  'query { user(id: "1") { id name } }',
-  { id: '1' }
-);
+const result = await mockExecutor.execute('query { user(id: "1") { id name } }', { id: '1' });
 ```
 
 Use the `@mock()` directive in field descriptions for custom values:
@@ -283,12 +281,7 @@ Add to your MCP client configuration (e.g., Claude Desktop):
   "mcpServers": {
     "my-graphql-api": {
       "command": "npx",
-      "args": [
-        "graphql-agent-toolkit",
-        "serve",
-        "--endpoint",
-        "https://your-api.com/graphql"
-      ]
+      "args": ["graphql-agent-toolkit", "serve", "--endpoint", "https://your-api.com/graphql"]
     }
   }
 }
@@ -299,7 +292,7 @@ Add to your MCP client configuration (e.g., Claude Desktop):
 The `AgentToolkitConfig` object accepts:
 
 | Property | Type | Default | Description |
-|----------|------|---------|-------------|
+| --- | --- | --- | --- |
 | `endpoint` | `string` | (required) | GraphQL endpoint URL |
 | `headers` | `Record<string, string>` | `{}` | HTTP headers for requests |
 | `operationDepth` | `number` | `2` | Max depth for generated selection sets |
diff --git a/eslint.config.js b/eslint.config.js
deleted file mode 100644
index 2ace537..0000000
--- a/eslint.config.js
+++ /dev/null
@@ -1,39 +0,0 @@
-import js from '@eslint/js';
-import tsParser from '@typescript-eslint/parser';
-import tsPlugin from '@typescript-eslint/eslint-plugin';
-
-export default [
-  js.configs.recommended,
-  {
-    files: ['src/**/*.ts'],
-    languageOptions: {
-      parser: tsParser,
-      parserOptions: {
-        ecmaVersion: 2022,
-        sourceType: 'module',
-      },
-      globals: {
-        // node globals
-        process: 'readonly',
-        console: 'readonly',
-        __dirname: 'readonly',
-        __filename: 'readonly',
-        Buffer: 'readonly',
-        URL: 'readonly',
-        URLSearchParams: 'readonly',
-        setTimeout: 'readonly',
-        clearTimeout: 'readonly',
-        setInterval: 'readonly',
-        clearInterval: 'readonly',
-      },
-    },
-    plugins: {
-      '@typescript-eslint': tsPlugin,
-    },
-    rules: {
-      ...tsPlugin.configs.recommended.rules,
-      '@typescript-eslint/no-unused-vars': ['error', { argsIgnorePattern: '^_' }],
-      '@typescript-eslint/explicit-function-return-type': 'off',
-    },
-  },
-];
diff --git a/eslint.config.mjs b/eslint.config.mjs
new file mode 100644
index 0000000..afee0ab
--- /dev/null
+++ b/eslint.config.mjs
@@ -0,0 +1,35 @@
+import typescript from '@typescript-eslint/eslint-plugin';
+import globals from 'globals';
+import config from 'ultracite/eslint/core';
+
+export default [
+  ...config,
+  {
+    ignores: ['**/*.json'],
+  },
+  {
+    files: ['**/*.ts', '**/*.tsx'],
+    languageOptions: { parserOptions: { project: false } },
+    rules: {
+      ...typescript.configs['flat/disable-type-checked'].rules,
+    },
+  },
+  {
+    files: ['src/**/*.ts', 'tests/**/*.ts'],
+    languageOptions: { globals: globals.node },
+    rules: {
+      '@typescript-eslint/explicit-function-return-type': 'off',
+      '@typescript-eslint/no-unused-vars': [
+        'error',
+        { argsIgnorePattern: '^_', varsIgnorePattern: '^_' },
+      ],
+    },
+  },
+  {
+    files: ['tests/cli/init.test.ts', 'tests/index.test.ts', 'tests/mcp/server.test.ts'],
+    rules: {
+      // Webpack requires inline magic comments to assign stable async chunk names.
+      'no-inline-comments': 'off',
+    },
+  },
+];
diff --git a/package-lock.json b/package-lock.json
index c74bb6c..a399eb4 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -22,11 +22,34 @@
         "@types/node": "^26.1.2",
         "@typescript-eslint/eslint-plugin": "^8.66.0",
         "@typescript-eslint/parser": "^8.66.0",
-        "eslint": "^10.8.0",
+        "eslint": "^10.8.1",
+        "eslint-config-prettier": "^10.1.8",
+        "eslint-import-resolver-typescript": "^4.4.5",
+        "eslint-plugin-compat": "^7.0.2",
+        "eslint-plugin-cypress": "^6.4.4",
+        "eslint-plugin-github": "^6.1.2",
+        "eslint-plugin-html": "^8.1.4",
+        "eslint-plugin-import-x": "^4.17.1",
+        "eslint-plugin-jsdoc": "^63.3.3",
+        "eslint-plugin-n": "^18.3.0",
+        "eslint-plugin-prettier": "^5.5.6",
+        "eslint-plugin-promise": "^7.3.0",
+        "eslint-plugin-sonarjs": "^4.2.0",
+        "eslint-plugin-storybook": "^10.5.7",
+        "eslint-plugin-unicorn": "^72.0.0",
+        "eslint-plugin-unused-imports": "^4.4.1",
+        "globals": "^17.9.0",
         "graphql": "^16.12.0",
-        "prettier": "^3.8.1",
+        "prettier": "^3.9.6",
+        "prettier-plugin-tailwindcss": "^0.8.1",
+        "storybook": "^10.5.7",
+        "stylelint": "^17.14.1",
+        "stylelint-config-idiomatic-order": "^10.0.0",
+        "stylelint-config-standard": "^40.0.0",
+        "stylelint-prettier": "^5.0.3",
         "tsup": "^8.5.1",
         "typescript": "^6.0.3",
+        "ultracite": "7.10.2",
         "vitest": "^4.0.18"
       },
       "engines": {
@@ -36,6 +59,379 @@
         "graphql": "^16.12.0"
       }
     },
+    "node_modules/@adobe/css-tools": {
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.5.0.tgz",
+      "integrity": "sha512-6OzddxPio9UiWTCemp4N8cYLV2ZN1ncRnV1cVGtve7dhPOtRkleRyx32GQCYSwDYgaHU3USMm84tNsvKzRCa1Q==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz",
+      "integrity": "sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-validator-identifier": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.29.7.tgz",
+      "integrity": "sha512-qehxGkRj55h/ff8EMaJ+cYhyaKlHIxqYDn682wQD7RNp9UujOQsHog2uS0r2vzr4pW+sXf90NeeayjcNaX3fFg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/runtime": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.29.7.tgz",
+      "integrity": "sha512-Nq8OhGWiZIZGV6hLHoyAKLLcJihP/xFeBMGJoUrxTX2psI8dCifzLhZISFb+VWS3wFMRDmCGw5R+dOySCqPLhw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@cacheable/memory": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@cacheable/memory/-/memory-2.2.0.tgz",
+      "integrity": "sha512-CTLKqLItRCEixEAewD3/j9DB3/o96gpTPD4eJ1v+DGOlxZRZncRQkGYqqnAGCscYd6RNeXfGeiuCphsPtqyIfQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@cacheable/utils": "^2.5.0",
+        "@keyv/bigmap": "^1.3.1",
+        "hookified": "^1.15.1",
+        "keyv": "^5.6.0"
+      }
+    },
+    "node_modules/@cacheable/memory/node_modules/@keyv/bigmap": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/@keyv/bigmap/-/bigmap-1.3.1.tgz",
+      "integrity": "sha512-WbzE9sdmQtKy8vrNPa9BRnwZh5UF4s1KTmSK0KUVLo3eff5BlQNNWDnFOouNpKfPKDnms9xynJjsMYjMaT/aFQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "hashery": "^1.4.0",
+        "hookified": "^1.15.0"
+      },
+      "engines": {
+        "node": ">= 18"
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+      "version": "8.21.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.3.tgz",
+      "integrity": "sha512-201TZ/kPWxoPr/OKWjquZR1SWKXcvxdH+e1xrx89b3YbmzLMFCLfnaG1HFIgWzJOEWZ7MvpK++odZufgYR50Rw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/wsl-utils": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/wsl-utils/-/wsl-utils-0.1.0.tgz",
+      "integrity": "sha512-h3Fbisa2nKGPxCpm89Hk33lBLsnaGBvctQopaBSOW/uIs6FTe1ATyAnKFJrzVs9vpGdsTe73WF3V4lIsk4Gacw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "is-wsl": "^3.1.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.9.0",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.9.0.tgz",
+      "integrity": "sha512-2AvhNX3mb8zd6Zy7INTtSpl1F15HW6Wnqj0srWlkKLcpYl/gMIMJiyuGq2KeI2YFxUPjdlB+3Lc10seMLtL4cA==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/eemeli"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
@@ -4794,9 +12319,9 @@
       }
     },
     "node_modules/zod": {
-      "version": "4.3.6",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
-      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.4.3.tgz",
+      "integrity": "sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
diff --git a/package.json b/package.json
index d7b37bc..eecff4a 100644
--- a/package.json
+++ b/package.json
@@ -29,10 +29,11 @@
     "dev": "tsup --watch",
     "test": "vitest run",
     "test:watch": "vitest",
-    "lint": "eslint src/",
-    "format": "prettier --write \"src/**/*.ts\" \"tests/**/*.ts\"",
     "typecheck": "tsc --noEmit",
-    "prepublishOnly": "npm run build"
+    "prepublishOnly": "npm run build",
+    "lint": "ultracite check",
+    "check": "ultracite check",
+    "fix": "ultracite fix"
   },
   "keywords": [
     "graphql",
@@ -76,11 +77,34 @@
     "@types/node": "^26.1.2",
     "@typescript-eslint/eslint-plugin": "^8.66.0",
     "@typescript-eslint/parser": "^8.66.0",
-    "eslint": "^10.8.0",
+    "eslint": "^10.8.1",
+    "eslint-config-prettier": "^10.1.8",
+    "eslint-import-resolver-typescript": "^4.4.5",
+    "eslint-plugin-compat": "^7.0.2",
+    "eslint-plugin-cypress": "^6.4.4",
+    "eslint-plugin-github": "^6.1.2",
+    "eslint-plugin-html": "^8.1.4",
+    "eslint-plugin-import-x": "^4.17.1",
+    "eslint-plugin-jsdoc": "^63.3.3",
+    "eslint-plugin-n": "^18.3.0",
+    "eslint-plugin-prettier": "^5.5.6",
+    "eslint-plugin-promise": "^7.3.0",
+    "eslint-plugin-sonarjs": "^4.2.0",
+    "eslint-plugin-storybook": "^10.5.7",
+    "eslint-plugin-unicorn": "^72.0.0",
+    "eslint-plugin-unused-imports": "^4.4.1",
+    "globals": "^17.9.0",
     "graphql": "^16.12.0",
-    "prettier": "^3.8.1",
+    "prettier": "^3.9.6",
+    "prettier-plugin-tailwindcss": "^0.8.1",
+    "storybook": "^10.5.7",
+    "stylelint": "^17.14.1",
+    "stylelint-config-idiomatic-order": "^10.0.0",
+    "stylelint-config-standard": "^40.0.0",
+    "stylelint-prettier": "^5.0.3",
     "tsup": "^8.5.1",
     "typescript": "^6.0.3",
+    "ultracite": "7.10.2",
     "vitest": "^4.0.18"
   },
   "overrides": {
diff --git a/prettier.config.mjs b/prettier.config.mjs
new file mode 100644
index 0000000..8571feb
--- /dev/null
+++ b/prettier.config.mjs
@@ -0,0 +1,10 @@
+import config from 'ultracite/prettier';
+
+export default {
+  ...config,
+  printWidth: 100,
+  semi: true,
+  singleQuote: true,
+  tabWidth: 2,
+  trailingComma: 'all',
+};
diff --git a/src/adapters/crewai.ts b/src/adapters/crewai.ts
index a7b69cd..6b2fe4c 100644
--- a/src/adapters/crewai.ts
+++ b/src/adapters/crewai.ts
@@ -1,106 +1,147 @@
-import type { ParsedSchema, SchemaField, TypeRef } from '../types/index.js';
 import { buildOperation } from '../operations/index.js';
 import { unwrapType } from '../operations/variables.js';
+import type {
+  ParsedSchema,
+  SchemaField,
+  SchemaType,
+  TypeRef as TypeReference,
+} from '../types/index.js';
 import type { GraphQLExecutor } from '../mcp/executor.js';
 
 export interface CrewAIToolConfig {
   name: string;
   description: string;
   args_schema: Record<string, unknown>;
-  func: (args: Record<string, unknown>) => Promise<string>;
+  func: (parameters: Record<string, unknown>) => Promise<string>;
 }
 
 interface AdapterOptions {
   maxDepth?: number;
 }
 
+type JsonSchemaConverter = (
+  typeReference: TypeReference,
+  schema: ParsedSchema,
+) => Record<string, unknown>;
+
+const namedTypeToJsonSchema = (
+  namedType: SchemaType,
+  schema: ParsedSchema,
+  convertType: JsonSchemaConverter,
+): Record<string, unknown> | undefined => {
+  if (namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+    return { enum: namedType.enumValues.map((value) => value.name), type: 'string' };
+  }
+
+  if (namedType.kind !== 'INPUT_OBJECT') {
+    return undefined;
+  }
+
+  const properties: Record<string, unknown> = {};
+  const required: string[] = [];
+  for (const field of namedType.inputFields) {
+    properties[field.name] = convertType(field.type, schema);
+    if (field.type.kind === 'NON_NULL') {
+      required.push(field.name);
+    }
+  }
+  const result: Record<string, unknown> = { properties, type: 'object' };
+  if (required.length > 0) {
+    result.required = required;
+  }
+  return result;
+};
+
 /**
  * Convert a GraphQL TypeRef to a JSON Schema representation.
  */
-function typeRefToJsonSchema(typeRef: TypeRef, schema: ParsedSchema): Record<string, unknown> {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return { type: 'string' };
-    return typeRefToJsonSchema(typeRef.ofType, schema);
+const typeReferenceToJsonSchema = (
+  typeReference: TypeReference,
+  schema: ParsedSchema,
+): Record<string, unknown> => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
+      return { type: 'string' };
+    }
+    return typeReferenceToJsonSchema(typeReference.ofType, schema);
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return { type: 'array', items: {} };
-    return { type: 'array', items: typeRefToJsonSchema(typeRef.ofType, schema) };
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
+      return { items: {}, type: 'array' };
+    }
+    return { items: typeReferenceToJsonSchema(typeReference.ofType, schema), type: 'array' };
   }
 
-  const unwrapped = unwrapType(typeRef);
+  const unwrapped = unwrapType(typeReference);
   const typeName = unwrapped.name;
 
   if (typeName) {
     const namedType = schema.types.get(typeName);
-    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-      return { type: 'string', enum: namedType.enumValues.map((v) => v.name) };
-    }
-
-    if (namedType && namedType.kind === 'INPUT_OBJECT') {
-      const properties: Record<string, unknown> = {};
-      const required: string[] = [];
-      for (const field of namedType.inputFields) {
-        properties[field.name] = typeRefToJsonSchema(field.type, schema);
-        if (field.type.kind === 'NON_NULL') {
-          required.push(field.name);
-        }
+    if (namedType) {
+      const namedSchema = namedTypeToJsonSchema(namedType, schema, typeReferenceToJsonSchema);
+      if (namedSchema) {
+        return namedSchema;
       }
-      const result: Record<string, unknown> = { type: 'object', properties };
-      if (required.length > 0) result.required = required;
-      return result;
     }
   }
 
   switch (typeName) {
     case 'String':
-    case 'ID':
+    case 'ID': {
       return { type: 'string' };
-    case 'Int':
+    }
+    case 'Int': {
       return { type: 'integer' };
-    case 'Float':
+    }
+    case 'Float': {
       return { type: 'number' };
-    case 'Boolean':
+    }
+    case 'Boolean': {
       return { type: 'boolean' };
-    default:
+    }
+    default: {
       return {};
+    }
   }
-}
+};
 
 /**
  * Build JSON Schema for a field's arguments, using CrewAI conventions.
  */
-function buildArgsSchema(
+const buildArgumentsSchema = (
   field: SchemaField,
   schema: ParsedSchema,
-): Record<string, unknown> {
+): Record<string, unknown> => {
   const properties: Record<string, unknown> = {};
   const required: string[] = [];
 
-  for (const arg of field.args) {
-    properties[arg.name] = typeRefToJsonSchema(arg.type, schema);
-    if (arg.type.kind === 'NON_NULL') {
-      required.push(arg.name);
+  for (const argument of field.args) {
+    properties[argument.name] = typeReferenceToJsonSchema(argument.type, schema);
+    if (argument.type.kind === 'NON_NULL') {
+      required.push(argument.name);
     }
   }
 
   const result: Record<string, unknown> = {
-    type: 'object',
     properties,
+    type: 'object',
   };
-  if (required.length > 0) result.required = required;
+  if (required.length > 0) {
+    result.required = required;
+  }
   return result;
-}
+};
 
 /**
  * Create tools compatible with CrewAI's tool interface.
  * CrewAI uses args_schema (JSON Schema) and func takes a dict.
  */
-export function createCrewAITools(
+export const createCrewAITools = (
   schema: ParsedSchema,
   executor: GraphQLExecutor,
   options?: AdapterOptions,
-): CrewAIToolConfig[] {
+): CrewAIToolConfig[] => {
   const maxDepth = options?.maxDepth ?? 2;
   const tools: CrewAIToolConfig[] = [];
 
@@ -109,16 +150,16 @@ export function createCrewAITools(
     for (const field of queryType.fields) {
       const toolName = `query_${field.name}`;
       const description = field.description || `Query ${field.name}`;
-      const argsSchema = buildArgsSchema(field, schema);
+      const argumentsSchema = buildArgumentsSchema(field, schema);
 
       tools.push({
-        name: toolName,
+        args_schema: argumentsSchema,
         description,
-        args_schema: argsSchema,
-        func: async (args: Record<string, unknown>): Promise<string> => {
+        func: async (parameters: Record<string, unknown>): Promise<string> => {
           const op = buildOperation(schema, field.name, { maxDepth });
-          return executor.execute(op.operation, args);
+          return executor.execute(op.operation, parameters);
         },
+        name: toolName,
       });
     }
   }
@@ -129,20 +170,20 @@ export function createCrewAITools(
       for (const field of mutationType.fields) {
         const toolName = `mutate_${field.name}`;
         const description = field.description || `Mutation ${field.name}`;
-        const argsSchema = buildArgsSchema(field, schema);
+        const argumentsSchema = buildArgumentsSchema(field, schema);
 
         tools.push({
-          name: toolName,
+          args_schema: argumentsSchema,
           description,
-          args_schema: argsSchema,
-          func: async (args: Record<string, unknown>): Promise<string> => {
+          func: async (parameters: Record<string, unknown>): Promise<string> => {
             const op = buildOperation(schema, field.name, { maxDepth });
-            return executor.execute(op.operation, args);
+            return executor.execute(op.operation, parameters);
           },
+          name: toolName,
         });
       }
     }
   }
 
   return tools;
-}
+};
diff --git a/src/adapters/langchain.ts b/src/adapters/langchain.ts
index 730afc7..4f1914e 100644
--- a/src/adapters/langchain.ts
+++ b/src/adapters/langchain.ts
@@ -1,7 +1,12 @@
 import { z } from 'zod';
-import type { ParsedSchema, SchemaField, TypeRef } from '../types/index.js';
 import { buildOperation } from '../operations/index.js';
 import { unwrapType } from '../operations/variables.js';
+import type {
+  ParsedSchema,
+  SchemaField,
+  SchemaType,
+  TypeRef as TypeReference,
+} from '../types/index.js';
 import type { GraphQLExecutor } from '../mcp/executor.js';
 
 export interface LangChainToolConfig {
@@ -22,165 +27,216 @@ interface AdapterOptions {
   maxDepth?: number;
 }
 
+type JsonSchemaConverter = (
+  typeReference: TypeReference,
+  schema: ParsedSchema,
+) => Record<string, unknown>;
+
+type ZodSchemaConverter = (typeReference: TypeReference, schema: ParsedSchema) => z.ZodType;
+
+const namedTypeToJsonSchema = (
+  namedType: SchemaType,
+  schema: ParsedSchema,
+  convertType: JsonSchemaConverter,
+): Record<string, unknown> | undefined => {
+  if (namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+    return { enum: namedType.enumValues.map((value) => value.name), type: 'string' };
+  }
+
+  if (namedType.kind !== 'INPUT_OBJECT') {
+    return undefined;
+  }
+
+  const properties: Record<string, unknown> = {};
+  const required: string[] = [];
+  for (const field of namedType.inputFields) {
+    properties[field.name] = convertType(field.type, schema);
+    if (field.type.kind === 'NON_NULL') {
+      required.push(field.name);
+    }
+  }
+  const result: Record<string, unknown> = { properties, type: 'object' };
+  if (required.length > 0) {
+    result.required = required;
+  }
+  return result;
+};
+
+const namedTypeToZod = (
+  namedType: SchemaType,
+  schema: ParsedSchema,
+  convertType: ZodSchemaConverter,
+): z.ZodType | undefined => {
+  if (namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+    const values = namedType.enumValues.map((value) => value.name) as [string, ...string[]];
+    return z.enum(values).optional();
+  }
+
+  if (namedType.kind !== 'INPUT_OBJECT') {
+    return undefined;
+  }
+
+  const shape: Record<string, z.ZodType> = {};
+  for (const field of namedType.inputFields) {
+    const fieldSchema = convertType(field.type, schema);
+    shape[field.name] = field.type.kind === 'NON_NULL' ? fieldSchema : fieldSchema.optional();
+  }
+  return z.object(shape);
+};
+
 /**
  * Convert a GraphQL TypeRef to a JSON Schema representation.
  */
-function typeRefToJsonSchema(typeRef: TypeRef, schema: ParsedSchema): Record<string, unknown> {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return { type: 'string' };
-    return typeRefToJsonSchema(typeRef.ofType, schema);
+const typeReferenceToJsonSchema = (
+  typeReference: TypeReference,
+  schema: ParsedSchema,
+): Record<string, unknown> => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
+      return { type: 'string' };
+    }
+    return typeReferenceToJsonSchema(typeReference.ofType, schema);
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return { type: 'array', items: {} };
-    return { type: 'array', items: typeRefToJsonSchema(typeRef.ofType, schema) };
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
+      return { items: {}, type: 'array' };
+    }
+    return { items: typeReferenceToJsonSchema(typeReference.ofType, schema), type: 'array' };
   }
 
-  const unwrapped = unwrapType(typeRef);
+  const unwrapped = unwrapType(typeReference);
   const typeName = unwrapped.name;
 
   if (typeName) {
     const namedType = schema.types.get(typeName);
-    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-      return { type: 'string', enum: namedType.enumValues.map((v) => v.name) };
-    }
-
-    if (namedType && namedType.kind === 'INPUT_OBJECT') {
-      const properties: Record<string, unknown> = {};
-      const required: string[] = [];
-      for (const field of namedType.inputFields) {
-        properties[field.name] = typeRefToJsonSchema(field.type, schema);
-        if (field.type.kind === 'NON_NULL') {
-          required.push(field.name);
-        }
+    if (namedType) {
+      const namedSchema = namedTypeToJsonSchema(namedType, schema, typeReferenceToJsonSchema);
+      if (namedSchema) {
+        return namedSchema;
       }
-      const result: Record<string, unknown> = { type: 'object', properties };
-      if (required.length > 0) result.required = required;
-      return result;
     }
   }
 
   switch (typeName) {
     case 'String':
-    case 'ID':
+    case 'ID': {
       return { type: 'string' };
-    case 'Int':
+    }
+    case 'Int': {
       return { type: 'integer' };
-    case 'Float':
+    }
+    case 'Float': {
       return { type: 'number' };
-    case 'Boolean':
+    }
+    case 'Boolean': {
       return { type: 'boolean' };
-    default:
+    }
+    default: {
       return {};
+    }
   }
-}
+};
 
 /**
  * Convert a GraphQL TypeRef to a Zod schema.
  */
-function typeRefToZod(typeRef: TypeRef, schema: ParsedSchema): z.ZodType {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return z.unknown();
-    return typeRefToZod(typeRef.ofType, schema);
+const typeReferenceToZod = (typeReference: TypeReference, schema: ParsedSchema): z.ZodType => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
+      return z.unknown();
+    }
+    return typeReferenceToZod(typeReference.ofType, schema);
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return z.array(z.unknown()).optional();
-    return z.array(typeRefToZod(typeRef.ofType, schema)).optional();
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
+      return z.array(z.unknown()).optional();
+    }
+    return z.array(typeReferenceToZod(typeReference.ofType, schema)).optional();
   }
 
-  const unwrapped = unwrapType(typeRef);
+  const unwrapped = unwrapType(typeReference);
   const typeName = unwrapped.name;
 
   if (typeName) {
     const namedType = schema.types.get(typeName);
-    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-      const values = namedType.enumValues.map((v) => v.name) as [string, ...string[]];
-      return z.enum(values).optional();
-    }
-
-    if (namedType && namedType.kind === 'INPUT_OBJECT') {
-      const shape: Record<string, z.ZodType> = {};
-      for (const field of namedType.inputFields) {
-        const fieldSchema = typeRefToZod(field.type, schema);
-        if (field.type.kind === 'NON_NULL') {
-          shape[field.name] = fieldSchema;
-        } else {
-          shape[field.name] = fieldSchema.optional();
-        }
+    if (namedType) {
+      const namedSchema = namedTypeToZod(namedType, schema, typeReferenceToZod);
+      if (namedSchema) {
+        return namedSchema;
       }
-      return z.object(shape);
     }
   }
 
   switch (typeName) {
     case 'String':
-    case 'ID':
+    case 'ID': {
       return z.string().optional();
-    case 'Int':
+    }
+    case 'Int': {
       return z.number().int().optional();
-    case 'Float':
+    }
+    case 'Float': {
       return z.number().optional();
-    case 'Boolean':
+    }
+    case 'Boolean': {
       return z.boolean().optional();
-    default:
+    }
+    default: {
       return z.unknown().optional();
+    }
   }
-}
+};
 
 /**
  * Build JSON Schema for a field's arguments.
  */
-function buildJsonSchema(
-  field: SchemaField,
-  schema: ParsedSchema,
-): Record<string, unknown> {
+const buildJsonSchema = (field: SchemaField, schema: ParsedSchema): Record<string, unknown> => {
   const properties: Record<string, unknown> = {};
   const required: string[] = [];
 
-  for (const arg of field.args) {
-    properties[arg.name] = typeRefToJsonSchema(arg.type, schema);
-    if (arg.type.kind === 'NON_NULL') {
-      required.push(arg.name);
+  for (const argument of field.args) {
+    properties[argument.name] = typeReferenceToJsonSchema(argument.type, schema);
+    if (argument.type.kind === 'NON_NULL') {
+      required.push(argument.name);
     }
   }
 
   const result: Record<string, unknown> = {
-    type: 'object',
     properties,
+    type: 'object',
   };
-  if (required.length > 0) result.required = required;
+  if (required.length > 0) {
+    result.required = required;
+  }
   return result;
-}
+};
 
 /**
  * Build a Zod object schema for a field's arguments.
  */
-function buildZodSchema(
+const buildZodSchema = (
   field: SchemaField,
   schema: ParsedSchema,
-): z.ZodObject<Record<string, z.ZodType>> {
+): z.ZodObject<Record<string, z.ZodType>> => {
   const shape: Record<string, z.ZodType> = {};
 
-  for (const arg of field.args) {
-    const zodType = typeRefToZod(arg.type, schema);
-    if (arg.type.kind === 'NON_NULL') {
-      shape[arg.name] = zodType;
-    } else {
-      shape[arg.name] = zodType.optional();
-    }
+  for (const argument of field.args) {
+    const zodType = typeReferenceToZod(argument.type, schema);
+    shape[argument.name] = argument.type.kind === 'NON_NULL' ? zodType : zodType.optional();
   }
 
   return z.object(shape);
-}
+};
 
 /**
  * Collect all query/mutation fields from the schema.
  */
-function collectRootFields(
+const collectRootFields = (
   schema: ParsedSchema,
-): Array<{ field: SchemaField; operationType: 'query' | 'mutation' }> {
-  const result: Array<{ field: SchemaField; operationType: 'query' | 'mutation' }> = [];
+): { field: SchemaField; operationType: 'query' | 'mutation' }[] => {
+  const result: { field: SchemaField; operationType: 'query' | 'mutation' }[] = [];
 
   const queryType = schema.types.get(schema.queryType);
   if (queryType) {
@@ -199,63 +255,65 @@ function collectRootFields(
   }
 
   return result;
-}
+};
 
 /**
  * Create tools compatible with LangChain's Tool pattern.
  * Each tool's func accepts a JSON string input and returns a JSON string.
  */
-export function createLangChainTools(
+export const createLangChainTools = (
   schema: ParsedSchema,
   executor: GraphQLExecutor,
   options?: AdapterOptions,
-): LangChainToolConfig[] {
+): LangChainToolConfig[] => {
   const maxDepth = options?.maxDepth ?? 2;
   const rootFields = collectRootFields(schema);
 
   return rootFields.map(({ field, operationType }) => {
     const toolName = operationType === 'query' ? `query_${field.name}` : `mutate_${field.name}`;
-    const description = field.description || `${operationType === 'query' ? 'Query' : 'Mutation'} ${field.name}`;
+    const description =
+      field.description || `${operationType === 'query' ? 'Query' : 'Mutation'} ${field.name}`;
     const jsonSchema = buildJsonSchema(field, schema);
 
     return {
-      name: toolName,
       description,
-      schema: jsonSchema,
       func: async (input: string): Promise<string> => {
         const variables = input ? JSON.parse(input) : {};
         const op = buildOperation(schema, field.name, { maxDepth });
         return executor.execute(op.operation, variables);
       },
+      name: toolName,
+      schema: jsonSchema,
     };
   });
-}
+};
 
 /**
  * Create tools compatible with LangChain's StructuredTool pattern.
  * Each tool's func accepts a typed object and returns a JSON string.
  */
-export function createStructuredTools(
+export const createStructuredTools = (
   schema: ParsedSchema,
   executor: GraphQLExecutor,
   options?: AdapterOptions,
-): StructuredToolConfig[] {
+): StructuredToolConfig[] => {
   const maxDepth = options?.maxDepth ?? 2;
   const rootFields = collectRootFields(schema);
 
   return rootFields.map(({ field, operationType }) => {
     const toolName = operationType === 'query' ? `query_${field.name}` : `mutate_${field.name}`;
-    const description = field.description || `${operationType === 'query' ? 'Query' : 'Mutation'} ${field.name}`;
+    const description =
+      field.description || `${operationType === 'query' ? 'Query' : 'Mutation'} ${field.name}`;
     const zodSchema = buildZodSchema(field, schema);
 
     return {
-      name: toolName,
       description,
-      schema: zodSchema,
       func: async (input: Record<string, unknown>): Promise<string> => {
         const op = buildOperation(schema, field.name, { maxDepth });
         return executor.execute(op.operation, input);
       },
+      name: toolName,
+      schema: zodSchema,
     };
   });
-}
+};
diff --git a/src/adapters/vercel-ai.ts b/src/adapters/vercel-ai.ts
index 743fd93..a87ae3b 100644
--- a/src/adapters/vercel-ai.ts
+++ b/src/adapters/vercel-ai.ts
@@ -1,102 +1,125 @@
 import { z } from 'zod';
-import type { ParsedSchema, SchemaField, TypeRef } from '../types/index.js';
 import { buildOperation } from '../operations/index.js';
 import { unwrapType } from '../operations/variables.js';
+import type {
+  ParsedSchema,
+  SchemaField,
+  SchemaType,
+  TypeRef as TypeReference,
+} from '../types/index.js';
 import type { GraphQLExecutor } from '../mcp/executor.js';
 
 export interface VercelAIToolConfig {
   description: string;
   parameters: z.ZodObject<Record<string, z.ZodType>>;
-  execute: (args: Record<string, unknown>) => Promise<string>;
+  execute: (parameters: Record<string, unknown>) => Promise<string>;
 }
 
 interface AdapterOptions {
   maxDepth?: number;
 }
 
+type ZodSchemaConverter = (typeReference: TypeReference, schema: ParsedSchema) => z.ZodType;
+
+const namedTypeToZod = (
+  namedType: SchemaType,
+  schema: ParsedSchema,
+  convertType: ZodSchemaConverter,
+): z.ZodType | undefined => {
+  if (namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+    const values = namedType.enumValues.map((value) => value.name) as [string, ...string[]];
+    return z.enum(values).optional();
+  }
+
+  if (namedType.kind !== 'INPUT_OBJECT') {
+    return undefined;
+  }
+
+  const shape: Record<string, z.ZodType> = {};
+  for (const field of namedType.inputFields) {
+    const fieldSchema = convertType(field.type, schema);
+    shape[field.name] = field.type.kind === 'NON_NULL' ? fieldSchema : fieldSchema.optional();
+  }
+  return z.object(shape);
+};
+
 /**
  * Convert a GraphQL TypeRef to a Zod schema.
  */
-function typeRefToZod(typeRef: TypeRef, schema: ParsedSchema): z.ZodType {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return z.unknown();
-    return typeRefToZod(typeRef.ofType, schema);
+const typeReferenceToZod = (typeReference: TypeReference, schema: ParsedSchema): z.ZodType => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
+      return z.unknown();
+    }
+    return typeReferenceToZod(typeReference.ofType, schema);
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return z.array(z.unknown()).optional();
-    return z.array(typeRefToZod(typeRef.ofType, schema)).optional();
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
+      return z.array(z.unknown()).optional();
+    }
+    return z.array(typeReferenceToZod(typeReference.ofType, schema)).optional();
   }
 
-  const unwrapped = unwrapType(typeRef);
+  const unwrapped = unwrapType(typeReference);
   const typeName = unwrapped.name;
 
   if (typeName) {
     const namedType = schema.types.get(typeName);
-    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-      const values = namedType.enumValues.map((v) => v.name) as [string, ...string[]];
-      return z.enum(values).optional();
-    }
-
-    if (namedType && namedType.kind === 'INPUT_OBJECT') {
-      const shape: Record<string, z.ZodType> = {};
-      for (const field of namedType.inputFields) {
-        const fieldSchema = typeRefToZod(field.type, schema);
-        if (field.type.kind === 'NON_NULL') {
-          shape[field.name] = fieldSchema;
-        } else {
-          shape[field.name] = fieldSchema.optional();
-        }
+    if (namedType) {
+      const namedSchema = namedTypeToZod(namedType, schema, typeReferenceToZod);
+      if (namedSchema) {
+        return namedSchema;
       }
-      return z.object(shape);
     }
   }
 
   switch (typeName) {
     case 'String':
-    case 'ID':
+    case 'ID': {
       return z.string().optional();
-    case 'Int':
+    }
+    case 'Int': {
       return z.number().int().optional();
-    case 'Float':
+    }
+    case 'Float': {
       return z.number().optional();
-    case 'Boolean':
+    }
+    case 'Boolean': {
       return z.boolean().optional();
-    default:
+    }
+    default: {
       return z.unknown().optional();
+    }
   }
-}
+};
 
 /**
  * Build a Zod object schema for a field's arguments.
  */
-function buildParametersSchema(
+const buildParametersSchema = (
   field: SchemaField,
   schema: ParsedSchema,
-): z.ZodObject<Record<string, z.ZodType>> {
+): z.ZodObject<Record<string, z.ZodType>> => {
   const shape: Record<string, z.ZodType> = {};
 
-  for (const arg of field.args) {
-    const zodType = typeRefToZod(arg.type, schema);
-    if (arg.type.kind === 'NON_NULL') {
-      shape[arg.name] = zodType;
-    } else {
-      shape[arg.name] = zodType.optional();
-    }
+  for (const argument of field.args) {
+    const zodType = typeReferenceToZod(argument.type, schema);
+    shape[argument.name] = argument.type.kind === 'NON_NULL' ? zodType : zodType.optional();
   }
 
   return z.object(shape);
-}
+};
 
 /**
  * Create tools compatible with Vercel AI SDK's tool() shape.
  * Returns Record<toolName, { description, parameters: ZodSchema, execute }>.
  */
-export function createVercelAITools(
+export const createVercelAITools = (
   schema: ParsedSchema,
   executor: GraphQLExecutor,
   options?: AdapterOptions,
-): Record<string, VercelAIToolConfig> {
+): Record<string, VercelAIToolConfig> => {
   const maxDepth = options?.maxDepth ?? 2;
   const tools: Record<string, VercelAIToolConfig> = {};
 
@@ -109,11 +132,11 @@ export function createVercelAITools(
 
       tools[toolName] = {
         description,
-        parameters,
-        execute: async (args: Record<string, unknown>): Promise<string> => {
+        execute: async (input: Record<string, unknown>): Promise<string> => {
           const op = buildOperation(schema, field.name, { maxDepth });
-          return executor.execute(op.operation, args);
+          return executor.execute(op.operation, input);
         },
+        parameters,
       };
     }
   }
@@ -128,15 +151,15 @@ export function createVercelAITools(
 
         tools[toolName] = {
           description,
-          parameters,
-          execute: async (args: Record<string, unknown>): Promise<string> => {
+          execute: async (input: Record<string, unknown>): Promise<string> => {
             const op = buildOperation(schema, field.name, { maxDepth });
-            return executor.execute(op.operation, args);
+            return executor.execute(op.operation, input);
           },
+          parameters,
         };
       }
     }
   }
 
   return tools;
-}
+};
diff --git a/src/cli.ts b/src/cli.ts
index 2f1f652..dc0e7ef 100644
--- a/src/cli.ts
+++ b/src/cli.ts
@@ -1,5 +1,3 @@
-#!/usr/bin/env node
-
 import { Command } from 'commander';
 import { runInit } from './cli/init.js';
 import { runServe } from './cli/serve.js';
diff --git a/src/cli/init.ts b/src/cli/init.ts
index cbcfb4b..1cb1354 100644
--- a/src/cli/init.ts
+++ b/src/cli/init.ts
@@ -1,7 +1,8 @@
+import { writeFileSync } from 'node:fs';
+import { isNativeError } from 'node:util/types';
 import { fetchSchema } from '../introspection/fetcher.js';
 import { parseSchema } from '../introspection/parser.js';
 import type { AgentToolkitConfig } from '../types/index.js';
-import { writeFileSync } from 'node:fs';
 
 export interface InitOptions {
   endpoint: string;
@@ -9,70 +10,77 @@ export interface InitOptions {
   output?: string;
 }
 
-function parseHeaders(headerArgs?: string[]): Record<string, string> {
+const parseHeaders = (headerArguments?: string[]): Record<string, string> => {
   const headers: Record<string, string> = {};
-  if (!headerArgs) return headers;
+  if (!headerArguments) {
+    return headers;
+  }
 
-  for (const h of headerArgs) {
-    const colonIdx = h.indexOf(':');
-    if (colonIdx === -1) {
+  for (const h of headerArguments) {
+    const colonIndex = h.indexOf(':');
+    if (colonIndex === -1) {
       console.warn(`Warning: Invalid header format "${h}". Expected "Key: Value".`);
       continue;
     }
-    const key = h.slice(0, colonIdx).trim();
-    const value = h.slice(colonIdx + 1).trim();
+    const key = h.slice(0, colonIndex).trim();
+    const value = h.slice(colonIndex + 1).trim();
     headers[key] = value;
   }
 
   return headers;
-}
+};
 
-export async function runInit(options: InitOptions): Promise<AgentToolkitConfig> {
+const initialize = async (options: InitOptions): Promise<AgentToolkitConfig> => {
   const headers = parseHeaders(options.header);
 
   console.log(`Introspecting GraphQL endpoint: ${options.endpoint}...`);
 
-  try {
-    const introspectionResult = await fetchSchema({
-      endpoint: options.endpoint,
-      headers,
-    });
+  const introspectionResult = await fetchSchema({
+    endpoint: options.endpoint,
+    headers,
+  });
 
-    const schema = parseSchema(introspectionResult);
+  const schema = parseSchema(introspectionResult);
 
-    const queryType = schema.types.get(schema.queryType);
-    const mutationType = schema.mutationType ? schema.types.get(schema.mutationType) : null;
+  const queryType = schema.types.get(schema.queryType);
+  const mutationType = schema.mutationType ? schema.types.get(schema.mutationType) : null;
 
-    const queryCount = queryType?.fields.length ?? 0;
-    const mutationCount = mutationType?.fields.length ?? 0;
-    const typeCount = Array.from(schema.types.values()).filter(
-      (t) => t.kind !== 'SCALAR',
-    ).length;
+  const queryCount = queryType?.fields.length ?? 0;
+  const mutationCount = mutationType?.fields.length ?? 0;
+  const typeCount = schema.types
+    .values()
+    .filter((type) => type.kind !== 'SCALAR')
+    .toArray().length;
 
-    console.log(`\nSchema Summary:`);
-    console.log(`  Types: ${typeCount}`);
-    console.log(`  Queries: ${queryCount}`);
-    console.log(`  Mutations: ${mutationCount}`);
+  console.log(`\nSchema Summary:`);
+  console.log(`  Types: ${typeCount}`);
+  console.log(`  Queries: ${queryCount}`);
+  console.log(`  Mutations: ${mutationCount}`);
 
-    const config: AgentToolkitConfig = {
-      endpoint: options.endpoint,
-      ...(Object.keys(headers).length > 0 ? { headers } : {}),
-      operationDepth: 2,
-      includeDeprecated: false,
-    };
+  const config: AgentToolkitConfig = {
+    endpoint: options.endpoint,
+    ...(Object.keys(headers).length > 0 && { headers }),
+    includeDeprecated: false,
+    operationDepth: 2,
+  };
 
-    if (options.output) {
-      writeFileSync(options.output, JSON.stringify(config, null, 2) + '\n');
-      console.log(`\nConfig written to: ${options.output}`);
-    } else {
-      console.log(`\nConfig:`);
-      console.log(JSON.stringify(config, null, 2));
-    }
+  if (options.output) {
+    writeFileSync(options.output, `${JSON.stringify(config, null, 2)}\n`);
+    console.log(`\nConfig written to: ${options.output}`);
+  } else {
+    console.log(`\nConfig:`);
+    console.log(JSON.stringify(config, null, 2));
+  }
+
+  return config;
+};
 
-    return config;
+export const runInit = async (options: InitOptions): Promise<AgentToolkitConfig> => {
+  try {
+    return await initialize(options);
   } catch (error) {
-    const message = error instanceof Error ? error.message : 'Unknown error';
+    const message = isNativeError(error) ? error.message : 'Unknown error';
     console.error(`Error: ${message}`);
     throw error;
   }
-}
+};
diff --git a/src/cli/serve.ts b/src/cli/serve.ts
index 4d1cbd8..325aada 100644
--- a/src/cli/serve.ts
+++ b/src/cli/serve.ts
@@ -1,4 +1,5 @@
 import { readFileSync } from 'node:fs';
+import { isNativeError } from 'node:util/types';
 import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';
 import { createAgentToolkitServer } from '../mcp/server.js';
 import type { AgentToolkitConfig } from '../types/index.js';
@@ -9,7 +10,22 @@ export interface ServeOptions {
   header?: string[];
 }
 
-export async function runServe(options: ServeOptions): Promise<void> {
+const parseHeaders = (headerValues?: string[]): Record<string, string> => {
+  const headers: Record<string, string> = {};
+  if (!headerValues) {
+    return headers;
+  }
+
+  for (const header of headerValues) {
+    const colonIndex = header.indexOf(':');
+    if (colonIndex !== -1) {
+      headers[header.slice(0, colonIndex).trim()] = header.slice(colonIndex + 1).trim();
+    }
+  }
+  return headers;
+};
+
+export const runServe = async (options: ServeOptions): Promise<void> => {
   let config: AgentToolkitConfig;
 
   if (options.config) {
@@ -17,23 +33,15 @@ export async function runServe(options: ServeOptions): Promise<void> {
       const raw = readFileSync(options.config, 'utf-8');
       config = JSON.parse(raw) as AgentToolkitConfig;
     } catch (error) {
-      const message = error instanceof Error ? error.message : 'Unknown error';
+      const message = isNativeError(error) ? error.message : 'Unknown error';
       console.error(`Error reading config file: ${message}`);
       process.exit(1);
     }
   } else if (options.endpoint) {
-    const headers: Record<string, string> = {};
-    if (options.header) {
-      for (const h of options.header) {
-        const colonIdx = h.indexOf(':');
-        if (colonIdx !== -1) {
-          headers[h.slice(0, colonIdx).trim()] = h.slice(colonIdx + 1).trim();
-        }
-      }
-    }
+    const headers = parseHeaders(options.header);
     config = {
       endpoint: options.endpoint,
-      ...(Object.keys(headers).length > 0 ? { headers } : {}),
+      ...(Object.keys(headers).length > 0 && { headers }),
     };
   } else {
     console.error('Error: Either --config or --endpoint must be specified.');
@@ -48,8 +56,8 @@ export async function runServe(options: ServeOptions): Promise<void> {
     await server.connect(transport);
     console.error('MCP server running on stdio');
   } catch (error) {
-    const message = error instanceof Error ? error.message : 'Unknown error';
+    const message = isNativeError(error) ? error.message : 'Unknown error';
     console.error(`Error starting server: ${message}`);
     process.exit(1);
   }
-}
+};
diff --git a/src/index.ts b/src/index.ts
index 5609db8..43b148d 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -5,6 +5,7 @@ export type {
   SchemaField,
   SchemaArgument,
   TypeRef,
+  TypeReference,
 } from './types/index.js';
 
 export { fetchSchema, parseSchema } from './introspection/index.js';
diff --git a/src/introspection/fetcher.ts b/src/introspection/fetcher.ts
index fe49007..ed2c507 100644
--- a/src/introspection/fetcher.ts
+++ b/src/introspection/fetcher.ts
@@ -1,12 +1,14 @@
-import { getIntrospectionQuery, type IntrospectionQuery } from 'graphql';
+import { isNativeError } from 'node:util/types';
+import { getIntrospectionQuery } from 'graphql';
 import { GraphQLClient } from 'graphql-request';
+import type { IntrospectionQuery } from 'graphql';
 
 export interface FetchSchemaOptions {
   endpoint: string;
   headers?: Record<string, string>;
 }
 
-export async function fetchSchema(options: FetchSchemaOptions): Promise<IntrospectionQuery> {
+export const fetchSchema = async (options: FetchSchemaOptions): Promise<IntrospectionQuery> => {
   const client = new GraphQLClient(options.endpoint, {
     headers: options.headers,
   });
@@ -14,11 +16,10 @@ export async function fetchSchema(options: FetchSchemaOptions): Promise<Introspe
   const query = getIntrospectionQuery();
 
   try {
-    const result = await client.request<IntrospectionQuery>(query);
-    return result;
+    return await client.request<IntrospectionQuery>(query);
   } catch (error) {
-    if (error instanceof Error) {
-      throw new Error(`Failed to fetch schema from ${options.endpoint}: ${error.message}`, {
+    if (isNativeError(error)) {
+      throw new TypeError(`Failed to fetch schema from ${options.endpoint}: ${error.message}`, {
         cause: error,
       });
     }
@@ -26,4 +27,4 @@ export async function fetchSchema(options: FetchSchemaOptions): Promise<Introspe
       cause: error,
     });
   }
-}
+};
diff --git a/src/introspection/parser.ts b/src/introspection/parser.ts
index 9ca9d14..87c6f72 100644
--- a/src/introspection/parser.ts
+++ b/src/introspection/parser.ts
@@ -1,37 +1,39 @@
 import type { IntrospectionQuery } from 'graphql';
-import type { ParsedSchema, SchemaType, SchemaField, SchemaArgument, TypeRef } from '../types/index.js';
+import type {
+  ParsedSchema,
+  SchemaType,
+  SchemaField,
+  SchemaArgument,
+  TypeReference,
+} from '../types/index.js';
 
-function convertTypeRef(introspectionType: {
+const convertTypeReference = (introspectionType: {
   kind: string;
   name?: string | null;
   ofType?: unknown;
-}): TypeRef {
-  return {
-    kind: introspectionType.kind as TypeRef['kind'],
-    name: introspectionType.name ?? null,
-    ofType: introspectionType.ofType
-      ? convertTypeRef(
-          introspectionType.ofType as { kind: string; name?: string | null; ofType?: unknown },
-        )
-      : null,
-  };
-}
+}): TypeReference => ({
+  kind: introspectionType.kind as TypeReference['kind'],
+  name: introspectionType.name ?? null,
+  ofType: introspectionType.ofType
+    ? convertTypeReference(
+        introspectionType.ofType as { kind: string; name?: string | null; ofType?: unknown },
+      )
+    : null,
+});
 
-function convertArgument(arg: {
+const convertArgument = (argument: {
   name: string;
   description?: string | null;
   type: { kind: string; name?: string | null; ofType?: unknown };
   defaultValue?: string | null;
-}): SchemaArgument {
-  return {
-    name: arg.name,
-    description: arg.description ?? null,
-    type: convertTypeRef(arg.type),
-    defaultValue: arg.defaultValue ?? null,
-  };
-}
+}): SchemaArgument => ({
+  defaultValue: argument.defaultValue ?? null,
+  description: argument.description ?? null,
+  name: argument.name,
+  type: convertTypeReference(argument.type),
+});
 
-function convertField(field: {
+const convertField = (field: {
   name: string;
   description?: string | null;
   type: { kind: string; name?: string | null; ofType?: unknown };
@@ -42,17 +44,15 @@ function convertField(field: {
     defaultValue?: string | null;
   }[];
   isDeprecated?: boolean;
-}): SchemaField {
-  return {
-    name: field.name,
-    description: field.description ?? null,
-    type: convertTypeRef(field.type),
-    args: (field.args ?? []).map(convertArgument),
-    isDeprecated: field.isDeprecated ?? false,
-  };
-}
+}): SchemaField => ({
+  args: (field.args ?? []).map(convertArgument),
+  description: field.description ?? null,
+  isDeprecated: field.isDeprecated ?? false,
+  name: field.name,
+  type: convertTypeReference(field.type),
+});
 
-export function parseSchema(introspectionResult: IntrospectionQuery): ParsedSchema {
+export const parseSchema = (introspectionResult: IntrospectionQuery): ParsedSchema => {
   const schema = introspectionResult.__schema;
 
   const types = new Map<string, SchemaType>();
@@ -64,47 +64,45 @@ export function parseSchema(introspectionResult: IntrospectionQuery): ParsedSche
     }
 
     const schemaType: SchemaType = {
-      name: type.name,
-      kind: type.kind as TypeRef['kind'],
       description: type.description ?? null,
-      fields: ('fields' in type && type.fields ? type.fields.map(convertField) : []),
-      inputFields: (
-        'inputFields' in type && type.inputFields
-          ? (type.inputFields as Array<{
-              name: string;
-              description?: string | null;
-              type: { kind: string; name?: string | null; ofType?: unknown };
-              defaultValue?: string | null;
-            }>).map(convertArgument)
-          : []
-      ),
-      enumValues: (
+      enumValues:
         'enumValues' in type && type.enumValues
           ? type.enumValues.map((v: { name: string; description?: string | null }) => ({
-              name: v.name,
               description: v.description ?? null,
+              name: v.name,
             }))
-          : []
-      ),
-      interfaces: (
+          : [],
+      fields: 'fields' in type && type.fields ? type.fields.map(convertField) : [],
+      inputFields:
+        'inputFields' in type && type.inputFields
+          ? (
+              type.inputFields as {
+                name: string;
+                description?: string | null;
+                type: { kind: string; name?: string | null; ofType?: unknown };
+                defaultValue?: string | null;
+              }[]
+            ).map(convertArgument)
+          : [],
+      interfaces:
         'interfaces' in type && type.interfaces
-          ? type.interfaces.map((i: { name: string }) => i.name)
-          : []
-      ),
-      possibleTypes: (
+          ? type.interfaces.map((index: { name: string }) => index.name)
+          : [],
+      kind: type.kind as TypeReference['kind'],
+      name: type.name,
+      possibleTypes:
         'possibleTypes' in type && type.possibleTypes
           ? type.possibleTypes.map((t: { name: string }) => t.name)
-          : []
-      ),
+          : [],
     };
 
     types.set(type.name, schemaType);
   }
 
   return {
-    queryType: schema.queryType.name,
     mutationType: schema.mutationType?.name ?? null,
+    queryType: schema.queryType.name,
     subscriptionType: schema.subscriptionType?.name ?? null,
     types,
   };
-}
+};
diff --git a/src/mcp/executor.ts b/src/mcp/executor.ts
index a26a014..97eca06 100644
--- a/src/mcp/executor.ts
+++ b/src/mcp/executor.ts
@@ -1,3 +1,4 @@
+import { isNativeError } from 'node:util/types';
 import { GraphQLClient } from 'graphql-request';
 
 export class GraphQLExecutor {
@@ -16,8 +17,8 @@ export class GraphQLExecutor {
       const result = await this.client.request(operation, variables, additionalHeaders);
       return JSON.stringify(result, null, 2);
     } catch (error) {
-      if (error instanceof Error) {
-        throw new Error(`GraphQL execution failed: ${error.message}`, { cause: error });
+      if (isNativeError(error)) {
+        throw new TypeError(`GraphQL execution failed: ${error.message}`, { cause: error });
       }
       throw new Error('GraphQL execution failed: Unknown error', { cause: error });
     }
diff --git a/src/mcp/server.ts b/src/mcp/server.ts
index 6e0056e..f0cbbe2 100644
--- a/src/mcp/server.ts
+++ b/src/mcp/server.ts
@@ -1,10 +1,11 @@
+import { isNativeError } from 'node:util/types';
 import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
 import { z } from 'zod';
-import type { AgentToolkitConfig } from '../types/index.js';
 import { fetchSchema } from '../introspection/fetcher.js';
 import { parseSchema } from '../introspection/parser.js';
 import { GraphQLExecutor } from './executor.js';
 import { createToolsFromSchema } from './tool-factory.js';
+import type { AgentToolkitConfig } from '../types/index.js';
 
 const packageVersion = process.env.PACKAGE_VERSION || '0.1.0';
 
@@ -16,10 +17,10 @@ export interface AgentToolkitServerOptions {
 /**
  * Creates a fully configured MCP server from a GraphQL endpoint configuration.
  */
-export async function createAgentToolkitServer(
+export const createAgentToolkitServer = async (
   config: AgentToolkitConfig,
   options?: AgentToolkitServerOptions,
-): Promise<McpServer> {
+): Promise<McpServer> => {
   const serverName = options?.serverName ?? 'graphql-agent-toolkit';
   const serverVersion = options?.serverVersion ?? packageVersion;
 
@@ -35,8 +36,8 @@ export async function createAgentToolkitServer(
 
   // Create tools
   const tools = createToolsFromSchema(schema, executor, {
-    maxDepth: config.operationDepth ?? 2,
     includeDeprecated: config.includeDeprecated ?? false,
+    maxDepth: config.operationDepth ?? 2,
   });
 
   // Create MCP server
@@ -50,44 +51,35 @@ export async function createAgentToolkitServer(
     const inputSchema = Object.keys(tool.inputSchema).length > 0 ? tool.inputSchema : undefined;
 
     if (inputSchema) {
-      server.tool(
-        tool.name,
-        tool.description,
-        inputSchema,
-        async (args) => {
-          try {
-            const result = await tool.execute(args as Record<string, unknown>);
-            return {
-              content: [{ type: 'text' as const, text: result }],
-            };
-          } catch (error) {
-            const message = error instanceof Error ? error.message : 'Unknown error';
-            return {
-              content: [{ type: 'text' as const, text: `Error: ${message}` }],
-              isError: true,
-            };
-          }
-        },
-      );
+      server.tool(tool.name, tool.description, inputSchema, async (parameters) => {
+        try {
+          const result = await tool.execute(parameters as Record<string, unknown>);
+          return {
+            content: [{ text: result, type: 'text' as const }],
+          };
+        } catch (error) {
+          const message = isNativeError(error) ? error.message : 'Unknown error';
+          return {
+            content: [{ text: `Error: ${message}`, type: 'text' as const }],
+            isError: true,
+          };
+        }
+      });
     } else {
-      server.tool(
-        tool.name,
-        tool.description,
-        async () => {
-          try {
-            const result = await tool.execute({});
-            return {
-              content: [{ type: 'text' as const, text: result }],
-            };
-          } catch (error) {
-            const message = error instanceof Error ? error.message : 'Unknown error';
-            return {
-              content: [{ type: 'text' as const, text: `Error: ${message}` }],
-              isError: true,
-            };
-          }
-        },
-      );
+      server.tool(tool.name, tool.description, async () => {
+        try {
+          const result = await tool.execute({});
+          return {
+            content: [{ text: result, type: 'text' as const }],
+          };
+        } catch (error) {
+          const message = isNativeError(error) ? error.message : 'Unknown error';
+          return {
+            content: [{ text: `Error: ${message}`, type: 'text' as const }],
+            isError: true,
+          };
+        }
+      });
     }
   }
 
@@ -96,30 +88,38 @@ export async function createAgentToolkitServer(
     'explore_schema',
     'Explore the GraphQL schema — list types, fields, and arguments',
     {
-      typeName: z.string().optional().describe('Type name to explore. If omitted, lists all types.'),
+      typeName: z
+        .string()
+        .optional()
+        .describe('Type name to explore. If omitted, lists all types.'),
     },
-    async (args) => {
-      if (args.typeName) {
-        const type = schema.types.get(args.typeName);
+    async (parameters) => {
+      if (parameters.typeName) {
+        const type = schema.types.get(parameters.typeName);
         if (!type) {
           return {
-            content: [{ type: 'text' as const, text: `Type "${args.typeName}" not found.` }],
+            content: [{ text: `Type "${parameters.typeName}" not found.`, type: 'text' as const }],
           };
         }
         return {
-          content: [{ type: 'text' as const, text: JSON.stringify(type, null, 2) }],
+          content: [{ text: JSON.stringify(type, null, 2), type: 'text' as const }],
         };
       }
 
-      const typeList = Array.from(schema.types.values())
+      const typeList = schema.types
+        .values()
         .filter((t) => !['SCALAR'].includes(t.kind))
-        .map((t) => `${t.kind} ${t.name}${t.description ? ` — ${t.description}` : ''}`);
+        .map((type) => {
+          const description = type.description ? ` — ${type.description}` : '';
+          return `${type.kind} ${type.name}${description}`;
+        })
+        .toArray();
 
       return {
-        content: [{ type: 'text' as const, text: typeList.join('\n') }],
+        content: [{ text: typeList.join('\n'), type: 'text' as const }],
       };
     },
   );
 
   return server;
-}
+};
diff --git a/src/mcp/tool-factory.ts b/src/mcp/tool-factory.ts
index 9a7523d..d27fcd7 100644
--- a/src/mcp/tool-factory.ts
+++ b/src/mcp/tool-factory.ts
@@ -1,14 +1,19 @@
 import { z } from 'zod';
-import type { ParsedSchema, SchemaField, TypeRef } from '../types/index.js';
 import { buildOperation } from '../operations/index.js';
 import { unwrapType } from '../operations/variables.js';
+import type {
+  ParsedSchema,
+  SchemaField,
+  SchemaType,
+  TypeRef as TypeReference,
+} from '../types/index.js';
 import type { GraphQLExecutor } from './executor.js';
 
 export interface McpToolDefinition {
   name: string;
   description: string;
   inputSchema: Record<string, z.ZodType>;
-  execute: (args: Record<string, unknown>) => Promise<string>;
+  execute: (parameters: Record<string, unknown>) => Promise<string>;
 }
 
 export interface CreateToolsOptions {
@@ -16,92 +21,106 @@ export interface CreateToolsOptions {
   includeDeprecated?: boolean;
 }
 
+type ZodSchemaConverter = (typeReference: TypeReference, schema: ParsedSchema) => z.ZodType;
+
+const namedTypeToZod = (
+  namedType: SchemaType,
+  schema: ParsedSchema,
+  convertType: ZodSchemaConverter,
+): z.ZodType | undefined => {
+  if (namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+    const values = namedType.enumValues.map((value) => value.name) as [string, ...string[]];
+    return z.enum(values).optional();
+  }
+
+  if (namedType.kind !== 'INPUT_OBJECT') {
+    return undefined;
+  }
+
+  const shape: Record<string, z.ZodType> = {};
+  for (const field of namedType.inputFields) {
+    const fieldSchema = convertType(field.type, schema);
+    shape[field.name] = field.type.kind === 'NON_NULL' ? fieldSchema : fieldSchema.optional();
+  }
+  return z.object(shape);
+};
+
 /**
  * Maps a GraphQL TypeRef to a Zod schema for validation.
  */
-function typeRefToZod(typeRef: TypeRef, schema: ParsedSchema): z.ZodType {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return z.unknown();
-    return typeRefToZod(typeRef.ofType, schema);
+const typeReferenceToZod = (typeReference: TypeReference, schema: ParsedSchema): z.ZodType => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
+      return z.unknown();
+    }
+    return typeReferenceToZod(typeReference.ofType, schema);
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return z.array(z.unknown());
-    return z.array(typeRefToZod(typeRef.ofType, schema)).optional();
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
+      return z.array(z.unknown());
+    }
+    return z.array(typeReferenceToZod(typeReference.ofType, schema)).optional();
   }
 
-  const unwrapped = unwrapType(typeRef);
+  const unwrapped = unwrapType(typeReference);
   const typeName = unwrapped.name;
 
   if (typeName) {
-    // Check if it's an enum
     const namedType = schema.types.get(typeName);
-    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-      const values = namedType.enumValues.map((v) => v.name) as [string, ...string[]];
-      return z.enum(values).optional();
-    }
-
-    // Check if it's an input object
-    if (namedType && namedType.kind === 'INPUT_OBJECT') {
-      const shape: Record<string, z.ZodType> = {};
-      for (const field of namedType.inputFields) {
-        const fieldSchema = typeRefToZod(field.type, schema);
-        if (field.type.kind === 'NON_NULL') {
-          shape[field.name] = fieldSchema;
-        } else {
-          shape[field.name] = fieldSchema.optional();
-        }
+    if (namedType) {
+      const namedSchema = namedTypeToZod(namedType, schema, typeReferenceToZod);
+      if (namedSchema) {
+        return namedSchema;
       }
-      return z.object(shape);
     }
   }
 
   // Map scalars
   switch (typeName) {
-    case 'String':
+    case 'String': {
       return z.string().optional();
-    case 'Int':
+    }
+    case 'Int': {
       return z.number().int().optional();
-    case 'Float':
+    }
+    case 'Float': {
       return z.number().optional();
-    case 'Boolean':
+    }
+    case 'Boolean': {
       return z.boolean().optional();
-    case 'ID':
+    }
+    case 'ID': {
       return z.string().optional();
-    default:
+    }
+    default: {
       return z.unknown().optional();
+    }
   }
-}
+};
 
 /**
  * Builds the Zod input schema object for a tool from a field's arguments.
  */
-function buildInputSchema(
-  field: SchemaField,
-  schema: ParsedSchema,
-): Record<string, z.ZodType> {
+const buildInputSchema = (field: SchemaField, schema: ParsedSchema): Record<string, z.ZodType> => {
   const shape: Record<string, z.ZodType> = {};
 
-  for (const arg of field.args) {
-    const zodType = typeRefToZod(arg.type, schema);
-    if (arg.type.kind === 'NON_NULL') {
-      shape[arg.name] = zodType;
-    } else {
-      shape[arg.name] = zodType.optional();
-    }
+  for (const argument of field.args) {
+    const zodType = typeReferenceToZod(argument.type, schema);
+    shape[argument.name] = argument.type.kind === 'NON_NULL' ? zodType : zodType.optional();
   }
 
   return shape;
-}
+};
 
 /**
  * Creates MCP tool definitions from a parsed GraphQL schema.
  */
-export function createToolsFromSchema(
+export const createToolsFromSchema = (
   schema: ParsedSchema,
   executor: GraphQLExecutor,
   options?: CreateToolsOptions,
-): McpToolDefinition[] {
+): McpToolDefinition[] => {
   const maxDepth = options?.maxDepth ?? 2;
   const includeDeprecated = options?.includeDeprecated ?? false;
   const tools: McpToolDefinition[] = [];
@@ -110,20 +129,22 @@ export function createToolsFromSchema(
   const queryType = schema.types.get(schema.queryType);
   if (queryType) {
     for (const field of queryType.fields) {
-      if (field.isDeprecated && !includeDeprecated) continue;
+      if (!includeDeprecated && field.isDeprecated) {
+        continue;
+      }
 
       const toolName = `query_${field.name}`;
       const description = field.description || `Query ${field.name}`;
       const inputSchema = buildInputSchema(field, schema);
 
       tools.push({
-        name: toolName,
         description,
-        inputSchema,
-        execute: async (args: Record<string, unknown>) => {
-          const op = buildOperation(schema, field.name, { maxDepth, includeDeprecated });
-          return executor.execute(op.operation, args);
+        execute: async (parameters: Record<string, unknown>) => {
+          const op = buildOperation(schema, field.name, { includeDeprecated, maxDepth });
+          return executor.execute(op.operation, parameters);
         },
+        inputSchema,
+        name: toolName,
       });
     }
   }
@@ -133,24 +154,26 @@ export function createToolsFromSchema(
     const mutationType = schema.types.get(schema.mutationType);
     if (mutationType) {
       for (const field of mutationType.fields) {
-        if (field.isDeprecated && !includeDeprecated) continue;
+        if (!includeDeprecated && field.isDeprecated) {
+          continue;
+        }
 
         const toolName = `mutate_${field.name}`;
         const description = field.description || `Mutation ${field.name}`;
         const inputSchema = buildInputSchema(field, schema);
 
         tools.push({
-          name: toolName,
           description,
-          inputSchema,
-          execute: async (args: Record<string, unknown>) => {
-            const op = buildOperation(schema, field.name, { maxDepth, includeDeprecated });
-            return executor.execute(op.operation, args);
+          execute: async (parameters: Record<string, unknown>) => {
+            const op = buildOperation(schema, field.name, { includeDeprecated, maxDepth });
+            return executor.execute(op.operation, parameters);
           },
+          inputSchema,
+          name: toolName,
         });
       }
     }
   }
 
   return tools;
-}
+};
diff --git a/src/mock/generator.ts b/src/mock/generator.ts
index a519be8..b3766a8 100644
--- a/src/mock/generator.ts
+++ b/src/mock/generator.ts
@@ -1,6 +1,6 @@
-import type { ParsedSchema, SchemaField, TypeRef } from '../types/index.js';
 import { unwrapType } from '../operations/variables.js';
 import { GraphQLExecutor } from '../mcp/executor.js';
+import type { ParsedSchema, SchemaField, TypeReference } from '../types/index.js';
 
 export interface MockConfig {
   seed?: number;
@@ -15,26 +15,31 @@ const DEFAULT_MAX_DEPTH = 3;
  * Simple deterministic hash from a string.
  * Returns a positive integer.
  */
-function hashString(str: string, seed: number = 0): number {
+const hashString = (input: string, seed = 0): number => {
   let hash = seed;
-  for (let i = 0; i < str.length; i++) {
-    const char = str.charCodeAt(i);
-    hash = ((hash << 5) - hash + char) | 0;
+  for (let index = 0; index < input.length; index += 1) {
+    const codePoint = input.codePointAt(index) ?? 0;
+    hash = Math.imul(Math.imul(hash, 31) + codePoint, 1);
   }
   return Math.abs(hash);
-}
+};
 
 /**
  * Parse @mock(...) directive from a field description.
  * Supports: @mock("string value"), @mock(123), @mock(true), @mock(false)
  */
-function parseMockDirective(description: string | null): unknown | undefined {
-  if (!description) return undefined;
+const parseMockDirective = (description: string | null): unknown | undefined => {
+  if (!description) {
+    return undefined;
+  }
 
-  const match = description.match(/@mock\(([^)]+)\)/);
-  if (!match) return undefined;
+  const match = description.match(/@mock\((?<value>[^)]+)\)/u);
+  const rawValue = match?.groups?.value;
+  if (!rawValue) {
+    return undefined;
+  }
 
-  const raw = match[1].trim();
+  const raw = rawValue.trim();
 
   // String value: @mock("value") or @mock('value')
   if ((raw.startsWith('"') && raw.endsWith('"')) || (raw.startsWith("'") && raw.endsWith("'"))) {
@@ -42,289 +47,214 @@ function parseMockDirective(description: string | null): unknown | undefined {
   }
 
   // Boolean
-  if (raw === 'true') return true;
-  if (raw === 'false') return false;
+  if (raw === 'true') {
+    return true;
+  }
+  if (raw === 'false') {
+    return false;
+  }
 
   // Number
-  const num = Number(raw);
-  if (!isNaN(num)) return num;
+  const numericValue = Number(raw);
+  if (!Number.isNaN(numericValue)) {
+    return numericValue;
+  }
 
   // Fallback: return raw string
   return raw;
-}
+};
 
 /**
  * Generate a mock scalar value for a given type name and field name.
  */
-function generateScalar(
+interface GenerationContext {
+  arrayLength: number;
+  depth: number;
+  index: number;
+  maxDepth: number;
+  schema: ParsedSchema;
+  seed: number;
+  visited: Set<string>;
+}
+
+const generateScalar = (
   typeName: string,
   fieldName: string,
-  index: number,
-  seed: number,
-): unknown {
+  { index, seed }: Pick<GenerationContext, 'index' | 'seed'>,
+): unknown => {
   const hash = hashString(fieldName, seed);
 
   switch (typeName) {
-    case 'String':
+    case 'String': {
       return `mock_${fieldName}`;
-    case 'Int':
+    }
+    case 'Int': {
       return (hash % 1000) + index;
-    case 'Float':
-      return parseFloat(((hash % 10000) / 100 + index * 0.1).toFixed(2));
-    case 'Boolean':
+    }
+    case 'Float': {
+      return Number(((hash % 10_000) / 100 + index * 0.1).toFixed(2));
+    }
+    case 'Boolean': {
       return index % 2 === 0;
-    case 'ID':
+    }
+    case 'ID': {
       return `id_${fieldName}_${index}`;
-    default:
+    }
+    default: {
       return `mock_${typeName}_${fieldName}`;
+    }
   }
-}
+};
 
-/**
- * Generate mock data for a specific type in the schema.
- */
-export function generateMockData(
-  schema: ParsedSchema,
-  typeName: string,
-  config?: MockConfig,
-): Record<string, unknown> {
-  const seed = config?.seed ?? 0;
-  const arrayLength = config?.arrayLength ?? DEFAULT_ARRAY_LENGTH;
-  const maxDepth = config?.maxDepth ?? DEFAULT_MAX_DEPTH;
+const generators = {
+  forField: (context: GenerationContext, field: SchemaField): unknown =>
+    generators.forTypeReference(context, field.type, field.name),
 
-  return generateForType(schema, typeName, 0, maxDepth, arrayLength, seed, 0, new Set());
-}
+  forType: (context: GenerationContext, typeName: string): Record<string, unknown> => {
+    const type = context.schema.types.get(typeName);
+    if (!type || type.fields.length === 0) {
+      return {};
+    }
 
-function generateForType(
-  schema: ParsedSchema,
-  typeName: string,
-  depth: number,
-  maxDepth: number,
-  arrayLength: number,
-  seed: number,
-  index: number,
-  visited: Set<string>,
-): Record<string, unknown> {
-  const type = schema.types.get(typeName);
-  if (!type || type.fields.length === 0) {
-    return {};
-  }
+    const result: Record<string, unknown> = {};
 
-  const result: Record<string, unknown> = {};
+    for (const field of type.fields) {
+      // Check for @mock directive in description
+      const mockValue = parseMockDirective(field.description);
+      if (mockValue !== undefined) {
+        result[field.name] = mockValue;
+        continue;
+      }
 
-  for (const field of type.fields) {
-    // Check for @mock directive in description
-    const mockValue = parseMockDirective(field.description);
-    if (mockValue !== undefined) {
-      result[field.name] = mockValue;
-      continue;
+      result[field.name] = generators.forField(context, field);
     }
 
-    result[field.name] = generateForField(
-      schema,
-      field,
-      depth,
-      maxDepth,
-      arrayLength,
-      seed,
-      index,
-      visited,
-    );
-  }
-
-  return result;
-}
-
-function generateForField(
-  schema: ParsedSchema,
-  field: SchemaField,
-  depth: number,
-  maxDepth: number,
-  arrayLength: number,
-  seed: number,
-  index: number,
-  visited: Set<string>,
-): unknown {
-  return generateForTypeRef(
-    schema,
-    field.type,
-    field.name,
-    depth,
-    maxDepth,
-    arrayLength,
-    seed,
-    index,
-    visited,
-  );
-}
+    return result;
+  },
+
+  forTypeReference: (
+    context: GenerationContext,
+    typeReference: TypeReference,
+    fieldName: string,
+  ): unknown => {
+    const { arrayLength, depth, maxDepth, schema, visited } = context;
+    // Unwrap NON_NULL
+    if (typeReference.kind === 'NON_NULL') {
+      if (!typeReference.ofType) {
+        return null;
+      }
+      return generators.forTypeReference(context, typeReference.ofType, fieldName);
+    }
 
-function generateForTypeRef(
-  schema: ParsedSchema,
-  typeRef: TypeRef,
-  fieldName: string,
-  depth: number,
-  maxDepth: number,
-  arrayLength: number,
-  seed: number,
-  index: number,
-  visited: Set<string>,
-): unknown {
-  // Unwrap NON_NULL
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) return null;
-    return generateForTypeRef(
-      schema,
-      typeRef.ofType,
-      fieldName,
-      depth,
-      maxDepth,
-      arrayLength,
-      seed,
-      index,
-      visited,
-    );
-  }
+    // Handle LIST
+    if (typeReference.kind === 'LIST') {
+      if (!typeReference.ofType) {
+        return [];
+      }
+      if (depth >= maxDepth) {
+        return [];
+      }
 
-  // Handle LIST
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) return [];
-    if (depth >= maxDepth) return [];
-
-    const items: unknown[] = [];
-    for (let i = 0; i < arrayLength; i++) {
-      items.push(
-        generateForTypeRef(
-          schema,
-          typeRef.ofType,
-          fieldName,
-          depth,
-          maxDepth,
-          arrayLength,
-          seed,
-          i,
-          new Set(visited),
-        ),
-      );
+      const items: unknown[] = [];
+      for (let itemIndex = 0; itemIndex < arrayLength; itemIndex += 1) {
+        items.push(
+          generators.forTypeReference(
+            {
+              ...context,
+              index: itemIndex,
+              visited: new Set(visited),
+            },
+            typeReference.ofType,
+            fieldName,
+          ),
+        );
+      }
+      return items;
     }
-    return items;
-  }
 
-  const unwrapped = unwrapType(typeRef);
-  const resolvedTypeName = unwrapped.name;
+    const unwrapped = unwrapType(typeReference);
+    const resolvedTypeName = unwrapped.name;
 
-  if (!resolvedTypeName) return null;
+    if (!resolvedTypeName) {
+      return null;
+    }
 
-  // Check if it's an enum
-  const namedType = schema.types.get(resolvedTypeName);
-  if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
-    return namedType.enumValues[0].name;
-  }
+    // Check if it's an enum
+    const namedType = schema.types.get(resolvedTypeName);
+    if (namedType && namedType.kind === 'ENUM' && namedType.enumValues.length > 0) {
+      return namedType.enumValues[0].name;
+    }
 
-  // Check if it's a scalar
-  if (
-    unwrapped.kind === 'SCALAR' ||
-    (namedType && namedType.kind === 'SCALAR')
-  ) {
-    return generateScalar(resolvedTypeName, fieldName, index, seed);
-  }
+    // Check if it's a scalar
+    if (unwrapped.kind === 'SCALAR' || (namedType && namedType.kind === 'SCALAR')) {
+      return generateScalar(resolvedTypeName, fieldName, context);
+    }
 
-  // It's an object type — recurse if within depth
-  if (depth >= maxDepth) {
-    return null;
-  }
+    // It's an object type — recurse if within depth
+    if (depth >= maxDepth) {
+      return null;
+    }
 
-  // Prevent infinite recursion for circular types
-  if (visited.has(resolvedTypeName)) {
-    return null;
-  }
+    // Prevent infinite recursion for circular types
+    if (visited.has(resolvedTypeName)) {
+      return null;
+    }
 
-  visited.add(resolvedTypeName);
-  const result = generateForType(
-    schema,
-    resolvedTypeName,
-    depth + 1,
-    maxDepth,
-    arrayLength,
-    seed,
-    index,
-    new Set(visited),
-  );
-  visited.delete(resolvedTypeName);
+    visited.add(resolvedTypeName);
+    const result = generators.forType(
+      {
+        ...context,
+        depth: depth + 1,
+        visited: new Set(visited),
+      },
+      resolvedTypeName,
+    );
+    visited.delete(resolvedTypeName);
 
-  return result;
-}
+    return result;
+  },
+};
 
 /**
- * Create a mock executor that returns generated data instead of HTTP calls.
- * Implements the same interface as GraphQLExecutor.
+ * Generate mock data for a specific type in the schema.
  */
-export function createMockExecutor(
+export const generateMockData = (
   schema: ParsedSchema,
+  typeName: string,
   config?: MockConfig,
-): GraphQLExecutor {
-  const mockExecutor = Object.create(GraphQLExecutor.prototype) as GraphQLExecutor;
-
-  // Override the execute method
-  (mockExecutor as unknown as Record<string, unknown>).execute = async (
-    operation: string,
-    _variables?: Record<string, unknown>,
-    _additionalHeaders?: Record<string, string>,
-  ): Promise<string> => {
-    // Parse the operation to find the root field name and its return type
-    const rootFieldName = extractRootFieldName(operation);
-    if (!rootFieldName) {
-      return JSON.stringify({ data: null });
-    }
-
-    // Find the return type from the schema
-    const returnTypeName = findReturnTypeName(schema, rootFieldName);
-    if (!returnTypeName) {
-      return JSON.stringify({ data: { [rootFieldName]: null } });
-    }
-
-    // Check if it's a scalar return type
-    const returnType = schema.types.get(returnTypeName);
-    if (!returnType || returnType.kind === 'SCALAR') {
-      const scalarValue = generateScalar(returnTypeName, rootFieldName, 0, config?.seed ?? 0);
-      return JSON.stringify({ data: { [rootFieldName]: scalarValue } }, null, 2);
-    }
-
-    // Check if the field returns a list
-    const isList = isListField(schema, rootFieldName);
-    if (isList) {
-      const arrayLength = config?.arrayLength ?? DEFAULT_ARRAY_LENGTH;
-      const items: Record<string, unknown>[] = [];
-      for (let i = 0; i < arrayLength; i++) {
-        items.push(generateMockData(schema, returnTypeName, { ...config, seed: (config?.seed ?? 0) + i }));
-      }
-      return JSON.stringify({ data: { [rootFieldName]: items } }, null, 2);
-    }
-
-    const mockData = generateMockData(schema, returnTypeName, config);
-    return JSON.stringify({ data: { [rootFieldName]: mockData } }, null, 2);
-  };
+): Record<string, unknown> => {
+  const seed = config?.seed ?? 0;
+  const arrayLength = config?.arrayLength ?? DEFAULT_ARRAY_LENGTH;
+  const maxDepth = config?.maxDepth ?? DEFAULT_MAX_DEPTH;
 
-  return mockExecutor;
-}
+  return generators.forType(
+    {
+      arrayLength,
+      depth: 0,
+      index: 0,
+      maxDepth,
+      schema,
+      seed,
+      visited: new Set(),
+    },
+    typeName,
+  );
+};
 
 /**
  * Extract the root field name from a GraphQL operation string.
  */
-function extractRootFieldName(operation: string): string | null {
+const extractRootFieldName = (operation: string): string | null => {
   // Match the first field after the opening brace of the operation
   // e.g., "query UserQuery($id: ID!) {\n  user(id: $id) {\n..."
-  const match = operation.match(/(?:query|mutation|subscription)\s+\w*[^{]*\{\s*(\w+)/);
-  if (match) return match[1];
-
-  // Try simpler pattern: "{ fieldName"
-  const simpleMatch = operation.match(/\{\s*(\w+)/);
-  return simpleMatch ? simpleMatch[1] : null;
-}
+  const match = operation.match(/\{\s*(?<fieldName>\w+)/u);
+  return match?.groups?.fieldName ?? null;
+};
 
 /**
  * Find the return type name for a root field.
  */
-function findReturnTypeName(schema: ParsedSchema, fieldName: string): string | null {
+const findReturnTypeName = (schema: ParsedSchema, fieldName: string): string | null => {
   // Check query type
   const queryType = schema.types.get(schema.queryType);
   if (queryType) {
@@ -348,31 +278,95 @@ function findReturnTypeName(schema: ParsedSchema, fieldName: string): string | n
   }
 
   return null;
-}
+};
+
+const isListTypeReference = (typeReference: TypeReference): boolean => {
+  if (typeReference.kind === 'LIST') {
+    return true;
+  }
+  if (typeReference.kind === 'NON_NULL' && typeReference.ofType) {
+    return isListTypeReference(typeReference.ofType);
+  }
+  return false;
+};
 
 /**
  * Check if a root field returns a list type.
  */
-function isListField(schema: ParsedSchema, fieldName: string): boolean {
+const isListField = (schema: ParsedSchema, fieldName: string): boolean => {
   const queryType = schema.types.get(schema.queryType);
   if (queryType) {
     const field = queryType.fields.find((f) => f.name === fieldName);
-    if (field) return isListTypeRef(field.type);
+    if (field) {
+      return isListTypeReference(field.type);
+    }
   }
 
   if (schema.mutationType) {
     const mutationType = schema.types.get(schema.mutationType);
     if (mutationType) {
       const field = mutationType.fields.find((f) => f.name === fieldName);
-      if (field) return isListTypeRef(field.type);
+      if (field) {
+        return isListTypeReference(field.type);
+      }
     }
   }
 
   return false;
-}
+};
 
-function isListTypeRef(typeRef: TypeRef): boolean {
-  if (typeRef.kind === 'LIST') return true;
-  if (typeRef.kind === 'NON_NULL' && typeRef.ofType) return isListTypeRef(typeRef.ofType);
-  return false;
-}
+/**
+ * Create a mock executor that returns generated data instead of HTTP calls.
+ * Implements the same interface as GraphQLExecutor.
+ */
+export const createMockExecutor = (schema: ParsedSchema, config?: MockConfig): GraphQLExecutor => {
+  const mockExecutor = Object.create(GraphQLExecutor.prototype) as GraphQLExecutor;
+
+  // Override the execute method
+  (mockExecutor as unknown as Record<string, unknown>).execute = async (
+    operation: string,
+  ): Promise<string> => {
+    // Parse the operation to find the root field name and its return type
+    const rootFieldName = extractRootFieldName(operation);
+    if (!rootFieldName) {
+      return JSON.stringify({ data: null });
+    }
+
+    // Find the return type from the schema
+    const returnTypeName = findReturnTypeName(schema, rootFieldName);
+    if (!returnTypeName) {
+      return JSON.stringify({ data: { [rootFieldName]: null } });
+    }
+
+    // Check if it's a scalar return type
+    const returnType = schema.types.get(returnTypeName);
+    if (!returnType || returnType.kind === 'SCALAR') {
+      const scalarValue = generateScalar(returnTypeName, rootFieldName, {
+        index: 0,
+        seed: config?.seed ?? 0,
+      });
+      return JSON.stringify({ data: { [rootFieldName]: scalarValue } }, null, 2);
+    }
+
+    // Check if the field returns a list
+    const isList = isListField(schema, rootFieldName);
+    if (isList) {
+      const arrayLength = config?.arrayLength ?? DEFAULT_ARRAY_LENGTH;
+      const items: Record<string, unknown>[] = [];
+      for (let index = 0; index < arrayLength; index += 1) {
+        items.push(
+          generateMockData(schema, returnTypeName, {
+            ...config,
+            seed: (config?.seed ?? 0) + index,
+          }),
+        );
+      }
+      return JSON.stringify({ data: { [rootFieldName]: items } }, null, 2);
+    }
+
+    const mockData = generateMockData(schema, returnTypeName, config);
+    return JSON.stringify({ data: { [rootFieldName]: mockData } }, null, 2);
+  };
+
+  return mockExecutor;
+};
diff --git a/src/operations/builder.ts b/src/operations/builder.ts
index 35f65f1..37c8b89 100644
--- a/src/operations/builder.ts
+++ b/src/operations/builder.ts
@@ -1,5 +1,5 @@
+import { typeReferenceToString, isRequired, unwrapType } from './variables.js';
 import type { ParsedSchema, SchemaField } from '../types/index.js';
-import { typeRefToString, isRequired, unwrapType } from './variables.js';
 
 export interface VariableDefinition {
   name: string;
@@ -22,7 +22,7 @@ export interface BuildOperationOptions {
 
 const SCALAR_KINDS = new Set(['SCALAR', 'ENUM']);
 
-function isScalarLike(schema: ParsedSchema, field: SchemaField): boolean {
+const isScalarLike = (schema: ParsedSchema, field: SchemaField): boolean => {
   const unwrapped = unwrapType(field.type);
   if (SCALAR_KINDS.has(unwrapped.kind)) {
     return true;
@@ -35,17 +35,19 @@ function isScalarLike(schema: ParsedSchema, field: SchemaField): boolean {
     }
   }
   return false;
+};
+
+interface SelectionContext {
+  currentDepth: number;
+  indentLevel: number;
+  isDeprecatedIncluded: boolean;
+  maxDepth: number;
+  schema: ParsedSchema;
+  visited: Set<string>;
 }
 
-function buildSelectionSet(
-  schema: ParsedSchema,
-  typeName: string,
-  currentDepth: number,
-  maxDepth: number,
-  visited: Set<string>,
-  includeDeprecated: boolean,
-  indentLevel: number = 2,
-): string {
+const buildSelectionSet = (typeName: string, context: SelectionContext): string => {
+  const { currentDepth, indentLevel, isDeprecatedIncluded, maxDepth, schema, visited } = context;
   if (currentDepth >= maxDepth) {
     return '';
   }
@@ -62,19 +64,20 @@ function buildSelectionSet(
   if (visited.has(typeName)) {
     // Only include scalar fields to break the cycle
     const scalarFields = type.fields
-      .filter((f) => !f.isDeprecated || includeDeprecated)
+      .filter((field) => !field.isDeprecated || isDeprecatedIncluded)
       .filter((f) => isScalarLike(schema, f));
 
     if (scalarFields.length === 0) {
       return '';
     }
 
-    return `{\n${scalarFields.map((f) => `${fieldIndent}${f.name}`).join('\n')}\n${closingIndent}}`;
+    const scalarLines = scalarFields.map((field) => `${fieldIndent}${field.name}`).join('\n');
+    return `{\n${scalarLines}\n${closingIndent}}`;
   }
 
   visited.add(typeName);
 
-  const fields = type.fields.filter((f) => !f.isDeprecated || includeDeprecated);
+  const fields = type.fields.filter((field) => !field.isDeprecated || isDeprecatedIncluded);
   const lines: string[] = [];
 
   for (const field of fields) {
@@ -83,15 +86,12 @@ function buildSelectionSet(
     if (isScalarLike(schema, field)) {
       lines.push(`${fieldIndent}${field.name}`);
     } else if (unwrapped.name) {
-      const nestedSelection = buildSelectionSet(
-        schema,
-        unwrapped.name,
-        currentDepth + 1,
-        maxDepth,
-        new Set(visited),
-        includeDeprecated,
-        indentLevel + 1,
-      );
+      const nestedSelection = buildSelectionSet(unwrapped.name, {
+        ...context,
+        currentDepth: currentDepth + 1,
+        indentLevel: indentLevel + 1,
+        visited: new Set(visited),
+      });
       if (nestedSelection) {
         lines.push(`${fieldIndent}${field.name} ${nestedSelection}`);
       }
@@ -105,19 +105,17 @@ function buildSelectionSet(
   }
 
   return `{\n${lines.join('\n')}\n${closingIndent}}`;
-}
+};
 
-function capitalize(str: string): string {
-  return str.charAt(0).toUpperCase() + str.slice(1);
-}
+const capitalize = (input: string): string => input.charAt(0).toUpperCase() + input.slice(1);
 
-export function buildOperation(
+export const buildOperation = (
   schema: ParsedSchema,
   rootFieldName: string,
   options?: BuildOperationOptions,
-): GeneratedOperation {
+): GeneratedOperation => {
   const maxDepth = options?.maxDepth ?? 2;
-  const includeDeprecated = options?.includeDeprecated ?? false;
+  const isDeprecatedIncluded = options?.includeDeprecated ?? false;
 
   // Look up the field in query type first, then mutation type
   let operationType: 'query' | 'mutation' = 'query';
@@ -145,45 +143,46 @@ export function buildOperation(
   const operationName = `${capitalize(rootFieldName)}${capitalize(operationType)}`;
 
   // Build variable definitions from arguments
-  const variables: VariableDefinition[] = rootField.args.map((arg) => ({
-    name: arg.name,
-    type: typeRefToString(arg.type),
-    required: isRequired(arg.type),
-    description: arg.description,
+  const variables: VariableDefinition[] = rootField.args.map((argument) => ({
+    description: argument.description,
+    name: argument.name,
+    required: isRequired(argument.type),
+    type: typeReferenceToString(argument.type),
   }));
 
   // Build the variable definitions string for the operation
-  const varDefs = variables.length > 0
-    ? `(${variables.map((v) => `$${v.name}: ${v.type}`).join(', ')})`
-    : '';
+  const variableDefinitions = variables
+    .map((variable) => `$${variable.name}: ${variable.type}`)
+    .join(', ');
+  const variableDefs = variables.length > 0 ? `(${variableDefinitions})` : '';
 
   // Build argument passing string
-  const argsPassing = rootField.args.length > 0
-    ? `(${rootField.args.map((a) => `${a.name}: $${a.name}`).join(', ')})`
-    : '';
+  const argumentAssignments = rootField.args
+    .map((argument) => `${argument.name}: $${argument.name}`)
+    .join(', ');
+  const argumentsPassing = rootField.args.length > 0 ? `(${argumentAssignments})` : '';
 
   // Build selection set based on return type
   const unwrapped = unwrapType(rootField.type);
-  let selectionSet = '';
-
-  if (!isScalarLike(schema, rootField) && unwrapped.name) {
-    selectionSet = ` ${buildSelectionSet(
-      schema,
-      unwrapped.name,
-      0,
-      maxDepth,
-      new Set(),
-      includeDeprecated,
-      1,
-    )}`;
-  }
-
-  const operation = `${operationType} ${operationName}${varDefs} {\n  ${rootFieldName}${argsPassing}${selectionSet}\n}`;
+  const nestedSelection =
+    !isScalarLike(schema, rootField) && unwrapped.name
+      ? buildSelectionSet(unwrapped.name, {
+          currentDepth: 0,
+          indentLevel: 1,
+          isDeprecatedIncluded,
+          maxDepth,
+          schema,
+          visited: new Set(),
+        })
+      : '';
+  const selectionSet = nestedSelection ? ` ${nestedSelection}` : '';
+
+  const operation = `${operationType} ${operationName}${variableDefs} {\n  ${rootFieldName}${argumentsPassing}${selectionSet}\n}`;
 
   return {
     operation,
     operationName,
-    variables,
     operationType,
+    variables,
   };
-}
+};
diff --git a/src/operations/index.ts b/src/operations/index.ts
index 6c7bb7b..aef41f3 100644
--- a/src/operations/index.ts
+++ b/src/operations/index.ts
@@ -1,3 +1,9 @@
 export { buildOperation } from './builder.js';
 export type { GeneratedOperation, VariableDefinition, BuildOperationOptions } from './builder.js';
-export { typeRefToString, isRequired, unwrapType } from './variables.js';
+export {
+  isRequired,
+  typeReferenceToString,
+  // Preserve the original public function name for existing consumers.
+  typeReferenceToString as typeRefToString,
+  unwrapType,
+} from './variables.js';
diff --git a/src/operations/variables.ts b/src/operations/variables.ts
index 9e77031..7427efe 100644
--- a/src/operations/variables.ts
+++ b/src/operations/variables.ts
@@ -1,42 +1,44 @@
-import type { TypeRef } from '../types/index.js';
+import type { TypeReference } from '../types/index.js';
 
 /**
  * Converts a TypeRef to a GraphQL type string.
  * e.g. NON_NULL(LIST(NON_NULL(OBJECT("User")))) → "[User!]!"
  */
-export function typeRefToString(typeRef: TypeRef): string {
-  if (typeRef.kind === 'NON_NULL') {
-    if (!typeRef.ofType) {
+export const typeReferenceToString = (typeReference: TypeReference): string => {
+  if (typeReference.kind === 'NON_NULL') {
+    if (!typeReference.ofType) {
       return 'Unknown!';
     }
-    return `${typeRefToString(typeRef.ofType)}!`;
+    return `${typeReferenceToString(typeReference.ofType)}!`;
   }
 
-  if (typeRef.kind === 'LIST') {
-    if (!typeRef.ofType) {
+  if (typeReference.kind === 'LIST') {
+    if (!typeReference.ofType) {
       return '[Unknown]';
     }
-    return `[${typeRefToString(typeRef.ofType)}]`;
+    return `[${typeReferenceToString(typeReference.ofType)}]`;
   }
 
-  return typeRef.name ?? 'Unknown';
-}
+  return typeReference.name ?? 'Unknown';
+};
+
+export { typeReferenceToString as typeRefToString };
 
 /**
  * Checks if a TypeRef is required (NON_NULL at top level).
  */
-export function isRequired(typeRef: TypeRef): boolean {
-  return typeRef.kind === 'NON_NULL';
-}
+export const isRequired = (typeReference: TypeReference): boolean =>
+  typeReference.kind === 'NON_NULL';
 
 /**
  * Unwraps a TypeRef to get the underlying named type.
  */
-export function unwrapType(typeRef: TypeRef): TypeRef {
-  if (typeRef.kind === 'NON_NULL' || typeRef.kind === 'LIST') {
-    if (typeRef.ofType) {
-      return unwrapType(typeRef.ofType);
-    }
+export const unwrapType = (typeReference: TypeReference): TypeReference => {
+  if (
+    (typeReference.kind === 'NON_NULL' || typeReference.kind === 'LIST') &&
+    typeReference.ofType
+  ) {
+    return unwrapType(typeReference.ofType);
   }
-  return typeRef;
-}
+  return typeReference;
+};
diff --git a/src/pagination/handler.ts b/src/pagination/handler.ts
index f984be4..d5cd4e1 100644
--- a/src/pagination/handler.ts
+++ b/src/pagination/handler.ts
@@ -1,4 +1,4 @@
-import type { ParsedSchema } from '../types/index.js';
+import type { ParsedSchema, TypeReference } from '../types/index.js';
 import type { GraphQLExecutor } from '../mcp/executor.js';
 
 export interface PaginationConfig {
@@ -17,6 +17,51 @@ export interface PaginatedResult<T = unknown> {
 const DEFAULT_PAGE_SIZE = 20;
 const DEFAULT_MAX_PAGES = 10;
 
+const unwrapTypeName = (typeReference: TypeReference): string | null => {
+  if (
+    (typeReference.kind === 'NON_NULL' || typeReference.kind === 'LIST') &&
+    typeReference.ofType
+  ) {
+    return unwrapTypeName(typeReference.ofType);
+  }
+  return typeReference.name;
+};
+
+const hasRelayPagination = (schema: ParsedSchema, typeName: string): boolean => {
+  const type = schema.types.get(typeName);
+  const edgesField = type?.fields.find((field) => field.name === 'edges');
+  const pageInfoField = type?.fields.find((field) => field.name === 'pageInfo');
+  if (!(edgesField && pageInfoField)) {
+    return false;
+  }
+
+  const edgesTypeName = unwrapTypeName(edgesField.type);
+  const pageInfoTypeName = unwrapTypeName(pageInfoField.type);
+  const edgesType = edgesTypeName ? schema.types.get(edgesTypeName) : undefined;
+  const pageInfoType = pageInfoTypeName ? schema.types.get(pageInfoTypeName) : undefined;
+  return Boolean(
+    edgesType?.fields.some((field) => field.name === 'node') &&
+    pageInfoType?.fields.some((field) => field.name === 'hasNextPage') &&
+    pageInfoType.fields.some((field) => field.name === 'endCursor'),
+  );
+};
+
+const hasOffsetPagination = (schema: ParsedSchema, typeName: string): boolean => {
+  const queryType = schema.types.get(schema.queryType);
+  return (
+    queryType?.fields.some((field) => {
+      if (unwrapTypeName(field.type) !== typeName) {
+        return false;
+      }
+      const argumentNames = new Set(field.args.map((argument) => argument.name));
+      return (
+        (argumentNames.has('limit') && argumentNames.has('offset')) ||
+        (argumentNames.has('skip') && argumentNames.has('take'))
+      );
+    }) ?? false
+  );
+};
+
 /**
  * Auto-detect pagination style from a type's fields.
  *
@@ -27,141 +72,128 @@ const DEFAULT_MAX_PAGES = 10;
  *         We detect this by looking for fields on the Query type that return this typeName
  *         and have offset-style arguments.
  */
-export function detectPaginationStyle(
+export const detectPaginationStyle = (
   schema: ParsedSchema,
   typeName: string,
-): 'relay' | 'offset' | 'none' {
-  const type = schema.types.get(typeName);
-  if (!type) return 'none';
-
-  // Check for Relay pattern: edges { node } + pageInfo { hasNextPage, endCursor }
-  const edgesField = type.fields.find((f) => f.name === 'edges');
-  const pageInfoField = type.fields.find((f) => f.name === 'pageInfo');
-
-  if (edgesField && pageInfoField) {
-    // Verify edges has node
-    const edgesTypeName = unwrapTypeName(edgesField.type);
-    if (edgesTypeName) {
-      const edgesType = schema.types.get(edgesTypeName);
-      if (edgesType) {
-        const hasNode = edgesType.fields.some((f) => f.name === 'node');
-        if (hasNode) {
-          // Verify pageInfo has hasNextPage and endCursor
-          const pageInfoTypeName = unwrapTypeName(pageInfoField.type);
-          if (pageInfoTypeName) {
-            const pageInfoType = schema.types.get(pageInfoTypeName);
-            if (pageInfoType) {
-              const hasNextPage = pageInfoType.fields.some((f) => f.name === 'hasNextPage');
-              const hasEndCursor = pageInfoType.fields.some((f) => f.name === 'endCursor');
-              if (hasNextPage && hasEndCursor) {
-                return 'relay';
-              }
-            }
-          }
-        }
-      }
-    }
+): 'relay' | 'offset' | 'none' => {
+  if (hasRelayPagination(schema, typeName)) {
+    return 'relay';
   }
 
-  // Check for offset pattern: look at query fields that return this type
-  // and check if they have limit/offset or skip/take args
-  const queryType = schema.types.get(schema.queryType);
-  if (queryType) {
-    for (const field of queryType.fields) {
-      const returnTypeName = unwrapTypeName(field.type);
-      if (returnTypeName === typeName) {
-        const argNames = field.args.map((a) => a.name);
-        const hasLimitOffset =
-          argNames.includes('limit') && argNames.includes('offset');
-        const hasSkipTake =
-          argNames.includes('skip') && argNames.includes('take');
-        if (hasLimitOffset || hasSkipTake) {
-          return 'offset';
-        }
-      }
-    }
+  if (hasOffsetPagination(schema, typeName)) {
+    return 'offset';
   }
 
   return 'none';
+};
+
+interface PageInfo {
+  endCursor?: string | null;
+  hasNextPage?: boolean;
+  startCursor?: string | null;
 }
 
-/**
- * Execute a paginated query, collecting all pages.
- */
-export async function executePaginated(
-  executor: GraphQLExecutor,
-  operation: string,
-  variables: Record<string, unknown>,
-  config?: PaginationConfig,
-): Promise<PaginatedResult> {
-  const style = config?.style ?? 'auto';
-  const pageSize = config?.pageSize ?? DEFAULT_PAGE_SIZE;
-  const maxPages = config?.maxPages ?? DEFAULT_MAX_PAGES;
+interface ConnectionData {
+  edges: unknown[];
+  pageInfo: PageInfo;
+}
 
-  if (style === 'relay' || (style === 'auto' && isRelayOperation(operation))) {
-    return executeRelayPaginated(executor, operation, variables, pageSize, maxPages);
+const findConnectionData = (data: unknown): ConnectionData | null => {
+  if (!data || typeof data !== 'object') {
+    return null;
   }
 
-  if (style === 'offset' || (style === 'auto' && isOffsetOperation(operation))) {
-    return executeOffsetPaginated(executor, operation, variables, pageSize, maxPages);
+  const object = data as Record<string, unknown>;
+  if (Array.isArray(object.edges) && object.pageInfo && typeof object.pageInfo === 'object') {
+    return {
+      edges: object.edges,
+      pageInfo: object.pageInfo as PageInfo,
+    };
   }
 
-  // Fallback: execute once, no pagination
-  const resultStr = await executor.execute(operation, variables);
-  const data = JSON.parse(resultStr);
-  const items = extractItems(data);
-  return {
-    items,
-    totalFetched: items.length,
-    hasMore: false,
-  };
-}
+  for (const value of Object.values(object)) {
+    if (!(value && typeof value === 'object') || Array.isArray(value)) {
+      continue;
+    }
+    const found = findConnectionData(value);
+    if (found) {
+      return found;
+    }
+  }
+
+  return null;
+};
+
+const extractItems = (data: unknown): unknown[] => {
+  if (Array.isArray(data)) {
+    return data;
+  }
+  if (!data || typeof data !== 'object') {
+    return [];
+  }
+
+  for (const value of Object.values(data as Record<string, unknown>)) {
+    if (Array.isArray(value)) {
+      return value;
+    }
+    if (value && typeof value === 'object') {
+      const items = extractItems(value);
+      if (items.length > 0) {
+        return items;
+      }
+    }
+  }
+
+  return [];
+};
 
 /**
  * Check if operation string looks like a Relay query (has after/first variables and pageInfo).
  */
-function isRelayOperation(operation: string): boolean {
-  return (
-    operation.includes('$after') &&
-    operation.includes('$first') &&
-    operation.includes('pageInfo')
-  );
-}
+const isRelayOperation = (operation: string): boolean =>
+  operation.includes('$after') && operation.includes('$first') && operation.includes('pageInfo');
 
 /**
  * Check if operation string looks like an offset query (has limit/offset or skip/take).
  */
-function isOffsetOperation(operation: string): boolean {
-  return (
-    (operation.includes('$limit') && operation.includes('$offset')) ||
-    (operation.includes('$skip') && operation.includes('$take'))
-  );
+const isOffsetOperation = (operation: string): boolean =>
+  (operation.includes('$limit') && operation.includes('$offset')) ||
+  (operation.includes('$skip') && operation.includes('$take'));
+
+interface PaginationExecutionContext {
+  executor: GraphQLExecutor;
+  maxPages: number;
+  operation: string;
+  pageSize: number;
+  variables: Record<string, unknown>;
 }
 
-async function executeRelayPaginated(
-  executor: GraphQLExecutor,
-  operation: string,
-  variables: Record<string, unknown>,
-  pageSize: number,
-  maxPages: number,
-): Promise<PaginatedResult> {
+const executeRelayPaginated = async ({
+  executor,
+  maxPages,
+  operation,
+  pageSize,
+  variables,
+}: PaginationExecutionContext): Promise<PaginatedResult> => {
   const allItems: unknown[] = [];
   let cursor: string | null = null;
   let startCursor: string | null = null;
   let hasMore = true;
   let pageCount = 0;
 
-  while (hasMore && pageCount < maxPages) {
-    const vars: Record<string, unknown> = {
+  while (hasMore && (pageCount === 0 || Boolean(cursor)) && pageCount < maxPages) {
+    const pageVariables: Record<string, unknown> = {
       ...variables,
       first: pageSize,
     };
     if (cursor) {
-      vars.after = cursor;
+      pageVariables.after = cursor;
     }
 
-    const resultStr = await executor.execute(operation, vars);
-    const data = JSON.parse(resultStr);
+    // Each request depends on the cursor returned by the previous page.
+    // eslint-disable-next-line no-await-in-loop
+    const resultString = await executor.execute(operation, pageVariables);
+    const data = JSON.parse(resultString);
 
     // Extract edges and pageInfo from the response
     const connectionData = findConnectionData(data);
@@ -171,9 +203,10 @@ async function executeRelayPaginated(
     }
 
     const { edges, pageInfo } = connectionData;
+    const { endCursor = null, hasNextPage = false, startCursor: pageStartCursor } = pageInfo;
 
-    if (pageCount === 0 && pageInfo.startCursor) {
-      startCursor = pageInfo.startCursor;
+    if (pageCount === 0 && pageStartCursor) {
+      startCursor = pageStartCursor;
     }
 
     // Extract nodes from edges
@@ -185,62 +218,63 @@ async function executeRelayPaginated(
       }
     }
 
-    hasMore = pageInfo.hasNextPage ?? false;
-    cursor = pageInfo.endCursor ?? null;
-    pageCount++;
-
-    if (!hasMore || !cursor) break;
+    hasMore = hasNextPage;
+    // The cursor is loop-carried state and is also returned to the caller.
+    // eslint-disable-next-line sonarjs/no-redundant-assignments
+    cursor = endCursor;
+    pageCount += 1;
   }
 
   const result: PaginatedResult = {
+    hasMore,
     items: allItems,
     totalFetched: allItems.length,
-    hasMore,
   };
 
   if (startCursor || cursor) {
     result.cursors = {
-      start: startCursor ?? '',
       end: cursor ?? '',
+      start: startCursor ?? '',
     };
   }
 
   return result;
-}
-
-async function executeOffsetPaginated(
-  executor: GraphQLExecutor,
-  operation: string,
-  variables: Record<string, unknown>,
-  pageSize: number,
-  maxPages: number,
-): Promise<PaginatedResult> {
+};
+
+const executeOffsetPaginated = async ({
+  executor,
+  maxPages,
+  operation,
+  pageSize,
+  variables,
+}: PaginationExecutionContext): Promise<PaginatedResult> => {
   const allItems: unknown[] = [];
   let currentOffset = 0;
   let hasMore = true;
   let pageCount = 0;
 
   // Detect whether to use limit/offset or skip/take
-  const useSkipTake =
-    operation.includes('$skip') && operation.includes('$take');
+  const useSkipTake = operation.includes('$skip') && operation.includes('$take');
 
   while (hasMore && pageCount < maxPages) {
-    const vars: Record<string, unknown> = { ...variables };
+    const pageVariables: Record<string, unknown> = { ...variables };
 
     if (useSkipTake) {
-      vars.skip = currentOffset;
-      vars.take = pageSize;
+      pageVariables.skip = currentOffset;
+      pageVariables.take = pageSize;
     } else {
-      vars.offset = currentOffset;
-      vars.limit = pageSize;
+      pageVariables.offset = currentOffset;
+      pageVariables.limit = pageSize;
     }
 
-    const resultStr = await executor.execute(operation, vars);
-    const data = JSON.parse(resultStr);
+    // Each request depends on the offset advanced by the previous page.
+    // eslint-disable-next-line no-await-in-loop
+    const resultString = await executor.execute(operation, pageVariables);
+    const data = JSON.parse(resultString);
     const items = extractItems(data);
 
     allItems.push(...items);
-    pageCount++;
+    pageCount += 1;
 
     if (items.length < pageSize) {
       hasMore = false;
@@ -250,78 +284,42 @@ async function executeOffsetPaginated(
   }
 
   return {
+    hasMore,
     items: allItems,
     totalFetched: allItems.length,
-    hasMore,
   };
-}
-
-interface PageInfo {
-  hasNextPage?: boolean;
-  endCursor?: string | null;
-  startCursor?: string | null;
-}
-
-interface ConnectionData {
-  edges: unknown[];
-  pageInfo: PageInfo;
-}
+};
 
 /**
- * Recursively find connection data (edges + pageInfo) in a response object.
+ * Execute a paginated query, collecting all pages.
  */
-function findConnectionData(data: unknown): ConnectionData | null {
-  if (!data || typeof data !== 'object') return null;
-
-  const obj = data as Record<string, unknown>;
-
-  // Check if this object directly has edges and pageInfo
-  if (Array.isArray(obj.edges) && obj.pageInfo && typeof obj.pageInfo === 'object') {
-    return {
-      edges: obj.edges,
-      pageInfo: obj.pageInfo as PageInfo,
-    };
-  }
+export const executePaginated = async (
+  ...[executor, operation, variables, config]: [
+    GraphQLExecutor,
+    string,
+    Record<string, unknown>,
+    PaginationConfig?,
+  ]
+): Promise<PaginatedResult> => {
+  const style = config?.style ?? 'auto';
+  const pageSize = config?.pageSize ?? DEFAULT_PAGE_SIZE;
+  const maxPages = config?.maxPages ?? DEFAULT_MAX_PAGES;
 
-  // Recurse into object properties
-  for (const value of Object.values(obj)) {
-    if (value && typeof value === 'object' && !Array.isArray(value)) {
-      const found = findConnectionData(value);
-      if (found) return found;
-    }
+  if (style === 'relay' || (style === 'auto' && isRelayOperation(operation))) {
+    return executeRelayPaginated({ executor, maxPages, operation, pageSize, variables });
   }
 
-  return null;
-}
-
-/**
- * Extract array items from a GraphQL response, searching for the first array value.
- */
-function extractItems(data: unknown): unknown[] {
-  if (Array.isArray(data)) return data;
-  if (!data || typeof data !== 'object') return [];
-
-  const obj = data as Record<string, unknown>;
-  for (const value of Object.values(obj)) {
-    if (Array.isArray(value)) return value;
-    if (value && typeof value === 'object') {
-      const items = extractItems(value);
-      if (items.length > 0) return items;
-    }
+  if (style === 'offset' || (style === 'auto' && isOffsetOperation(operation))) {
+    return executeOffsetPaginated({ executor, maxPages, operation, pageSize, variables });
   }
 
-  return [];
-}
-
-/**
- * Unwrap a TypeRef to get the named type.
- */
-function unwrapTypeName(typeRef: { kind: string; name: string | null; ofType: unknown | null }): string | null {
-  if (typeRef.kind === 'NON_NULL' || typeRef.kind === 'LIST') {
-    if (typeRef.ofType) {
-      return unwrapTypeName(typeRef.ofType as { kind: string; name: string | null; ofType: unknown | null });
-    }
-    return null;
-  }
-  return typeRef.name;
-}
+  // Fallback: execute once, no pagination
+  const resultString = await executor.execute(operation, variables);
+  const data = JSON.parse(resultString);
+  const items = extractItems(data);
+  return {
+    hasMore: false,
+    items,
+    totalFetched: items.length,
+  };
+};
diff --git a/src/semantic/navigator.ts b/src/semantic/navigator.ts
index f9cce13..e5414c5 100644
--- a/src/semantic/navigator.ts
+++ b/src/semantic/navigator.ts
@@ -1,5 +1,5 @@
-import type { ParsedSchema } from '../types/index.js';
 import { tokenize } from './tokenizer.js';
+import type { ParsedSchema, SchemaField, SchemaType } from '../types/index.js';
 
 export interface SearchResult {
   typeName: string;
@@ -14,6 +14,86 @@ interface DocumentVector {
   tfidf: Map<string, number>;
 }
 
+const buildDocument = (typeName: string, type: SchemaType): DocumentVector => {
+  const fieldText = [...type.fields, ...type.inputFields, ...type.enumValues].flatMap((field) => [
+    field.name,
+    field.description ?? '',
+  ]);
+  const tokens = tokenize([typeName, type.description ?? '', ...fieldText].join(' '));
+  return { tfidf: new Map(), tokens, typeName };
+};
+
+const computeIdf = (documents: DocumentVector[]): Map<string, number> => {
+  const termDocumentFrequency = new Map<string, number>();
+  for (const document of documents) {
+    const uniqueTokens = new Set(document.tokens);
+    for (const token of uniqueTokens) {
+      termDocumentFrequency.set(token, (termDocumentFrequency.get(token) ?? 0) + 1);
+    }
+  }
+
+  return new Map(
+    Array.from(termDocumentFrequency, ([term, frequency]) => [
+      term,
+      Math.log(1 + documents.length / (1 + frequency)),
+    ]),
+  );
+};
+
+const computeTfidf = (
+  tokens: string[],
+  idf: Map<string, number>,
+  documentCount: number,
+): Map<string, number> => {
+  const termFrequency = new Map<string, number>();
+  for (const token of tokens) {
+    termFrequency.set(token, (termFrequency.get(token) ?? 0) + 1);
+  }
+
+  return new Map(
+    Array.from(termFrequency, ([term, count]) => {
+      const idfValue = idf.get(term) ?? Math.log(1 + documentCount);
+      return [term, (count / tokens.length) * idfValue];
+    }),
+  );
+};
+
+const cosineSimilarity = (left: Map<string, number>, right: Map<string, number>): number => {
+  let dotProduct = 0;
+  let leftNorm = 0;
+  let rightNorm = 0;
+
+  for (const [term, value] of left) {
+    leftNorm += value * value;
+    dotProduct += value * (right.get(term) ?? 0);
+  }
+  for (const value of right.values()) {
+    rightNorm += value * value;
+  }
+
+  return leftNorm === 0 || rightNorm === 0
+    ? 0
+    : dotProduct / (Math.sqrt(leftNorm) * Math.sqrt(rightNorm));
+};
+
+const formatField = (field: SchemaField): string => {
+  const description = field.description ? ` — ${field.description}` : '';
+  const parameters =
+    field.args.length > 0 ? `(${field.args.map((argument) => argument.name).join(', ')})` : '';
+  return `    ${field.name}${parameters}${description}`;
+};
+
+const formatNamedDescription = ({
+  description,
+  name,
+}: {
+  description: string | null;
+  name: string;
+}): string => {
+  const suffix = description ? ` — ${description}` : '';
+  return `    ${name}${suffix}`;
+};
+
 /**
  * SchemaNavigator provides semantic search over a GraphQL schema
  * using TF-IDF and cosine similarity.
@@ -21,64 +101,33 @@ interface DocumentVector {
 export class SchemaNavigator {
   private schema: ParsedSchema | null = null;
   private documents: DocumentVector[] = [];
-  private idf: Map<string, number> = new Map();
+  private idf = new Map<string, number>();
 
   /**
    * Index a parsed schema for semantic search.
    */
   index(schema: ParsedSchema): void {
     this.schema = schema;
-    this.documents = [];
-
-    // Build document for each type
-    for (const [typeName, type] of schema.types) {
-      // Skip scalar types for search
-      if (type.kind === 'SCALAR') continue;
-
-      const textParts: string[] = [typeName];
-
-      if (type.description) {
-        textParts.push(type.description);
-      }
-
-      for (const field of type.fields) {
-        textParts.push(field.name);
-        if (field.description) {
-          textParts.push(field.description);
-        }
-      }
-
-      for (const field of type.inputFields) {
-        textParts.push(field.name);
-        if (field.description) {
-          textParts.push(field.description);
-        }
-      }
-
-      for (const ev of type.enumValues) {
-        textParts.push(ev.name);
-        if (ev.description) {
-          textParts.push(ev.description);
-        }
-      }
-
-      const tokens = tokenize(textParts.join(' '));
-      this.documents.push({ typeName, tokens, tfidf: new Map() });
-    }
+    this.documents = schema.types
+      .entries()
+      .filter(([, type]) => type.kind !== 'SCALAR')
+      .map(([typeName, type]) => buildDocument(typeName, type))
+      .toArray();
 
     // Compute IDF
-    this.computeIdf();
+    this.idf = computeIdf(this.documents);
 
     // Compute TF-IDF for each document
-    for (const doc of this.documents) {
-      doc.tfidf = this.computeTfidf(doc.tokens);
-    }
+    this.documents = this.documents.map((document) => ({
+      ...document,
+      tfidf: computeTfidf(document.tokens, this.idf, this.documents.length),
+    }));
   }
 
   /**
    * Search the schema for types matching the query.
    */
-  search(query: string, limit: number = 5): SearchResult[] {
+  search(query: string, limit = 5): SearchResult[] {
     if (!this.schema || this.documents.length === 0) {
       return [];
     }
@@ -88,25 +137,24 @@ export class SchemaNavigator {
       return [];
     }
 
-    const queryTfidf = this.computeTfidf(queryTokens);
-
-    const scored: SearchResult[] = [];
-
-    for (const doc of this.documents) {
-      const score = this.cosineSimilarity(queryTfidf, doc.tfidf);
-      if (score > 0) {
-        const type = this.schema.types.get(doc.typeName)!;
-        scored.push({
-          typeName: doc.typeName,
-          score,
-          kind: type.kind,
-          description: type.description,
-        });
-      }
-    }
-
-    // Sort by score descending
-    scored.sort((a, b) => b.score - a.score);
+    const queryTfidf = computeTfidf(queryTokens, this.idf, this.documents.length);
+
+    const scored = this.documents
+      .flatMap((document): SearchResult[] => {
+        const score = cosineSimilarity(queryTfidf, document.tfidf);
+        const type = this.schema?.types.get(document.typeName);
+        return type && score > 0
+          ? [
+              {
+                description: type.description,
+                kind: type.kind,
+                score,
+                typeName: document.typeName,
+              },
+            ]
+          : [];
+      })
+      .toSorted((left, right) => right.score - left.score);
 
     return scored.slice(0, limit);
   }
@@ -115,43 +163,31 @@ export class SchemaNavigator {
    * Get formatted context for a specific type.
    */
   getTypeContext(typeName: string): string | null {
-    if (!this.schema) return null;
+    if (!this.schema) {
+      return null;
+    }
 
     const type = this.schema.types.get(typeName);
-    if (!type) return null;
+    if (!type) {
+      return null;
+    }
 
-    const lines: string[] = [];
-    lines.push(`${type.kind} ${type.name}`);
+    const lines: string[] = [`${type.kind} ${type.name}`];
 
     if (type.description) {
       lines.push(`  Description: ${type.description}`);
     }
 
     if (type.fields.length > 0) {
-      lines.push('  Fields:');
-      for (const field of type.fields) {
-        const desc = field.description ? ` — ${field.description}` : '';
-        const args = field.args.length > 0
-          ? `(${field.args.map((a) => a.name).join(', ')})`
-          : '';
-        lines.push(`    ${field.name}${args}${desc}`);
-      }
+      lines.push('  Fields:', ...type.fields.map(formatField));
     }
 
     if (type.inputFields.length > 0) {
-      lines.push('  Input Fields:');
-      for (const field of type.inputFields) {
-        const desc = field.description ? ` — ${field.description}` : '';
-        lines.push(`    ${field.name}${desc}`);
-      }
+      lines.push('  Input Fields:', ...type.inputFields.map(formatNamedDescription));
     }
 
     if (type.enumValues.length > 0) {
-      lines.push('  Enum Values:');
-      for (const ev of type.enumValues) {
-        const desc = ev.description ? ` — ${ev.description}` : '';
-        lines.push(`    ${ev.name}${desc}`);
-      }
+      lines.push('  Enum Values:', ...type.enumValues.map(formatNamedDescription));
     }
 
     if (type.interfaces.length > 0) {
@@ -164,59 +200,4 @@ export class SchemaNavigator {
 
     return lines.join('\n');
   }
-
-  private computeIdf(): void {
-    const docCount = this.documents.length;
-    const termDocFreq = new Map<string, number>();
-
-    for (const doc of this.documents) {
-      const uniqueTokens = new Set(doc.tokens);
-      for (const token of uniqueTokens) {
-        termDocFreq.set(token, (termDocFreq.get(token) ?? 0) + 1);
-      }
-    }
-
-    this.idf = new Map();
-    for (const [term, freq] of termDocFreq) {
-      // Use smoothed IDF to avoid zero values when a term appears in all documents
-      this.idf.set(term, Math.log(1 + docCount / (1 + freq)));
-    }
-  }
-
-  private computeTfidf(tokens: string[]): Map<string, number> {
-    const tf = new Map<string, number>();
-    for (const token of tokens) {
-      tf.set(token, (tf.get(token) ?? 0) + 1);
-    }
-
-    const tfidf = new Map<string, number>();
-    for (const [term, count] of tf) {
-      const idfVal = this.idf.get(term) ?? Math.log(1 + this.documents.length);
-      tfidf.set(term, (count / tokens.length) * idfVal);
-    }
-
-    return tfidf;
-  }
-
-  private cosineSimilarity(a: Map<string, number>, b: Map<string, number>): number {
-    let dotProduct = 0;
-    let normA = 0;
-    let normB = 0;
-
-    for (const [term, val] of a) {
-      normA += val * val;
-      const bVal = b.get(term);
-      if (bVal !== undefined) {
-        dotProduct += val * bVal;
-      }
-    }
-
-    for (const val of b.values()) {
-      normB += val * val;
-    }
-
-    if (normA === 0 || normB === 0) return 0;
-
-    return dotProduct / (Math.sqrt(normA) * Math.sqrt(normB));
-  }
 }
diff --git a/src/semantic/tokenizer.ts b/src/semantic/tokenizer.ts
index 3a9089f..1bc84fe 100644
--- a/src/semantic/tokenizer.ts
+++ b/src/semantic/tokenizer.ts
@@ -1,37 +1,135 @@
 const STOP_WORDS = new Set([
-  'a', 'an', 'the', 'is', 'are', 'was', 'were', 'be', 'been', 'being',
-  'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would', 'could',
-  'should', 'may', 'might', 'shall', 'can', 'need', 'dare', 'ought',
-  'used', 'to', 'of', 'in', 'for', 'on', 'with', 'at', 'by', 'from',
-  'as', 'into', 'through', 'during', 'before', 'after', 'above',
-  'below', 'between', 'out', 'off', 'over', 'under', 'again',
-  'further', 'then', 'once', 'and', 'but', 'or', 'nor', 'not', 'so',
-  'yet', 'both', 'either', 'neither', 'each', 'every', 'all', 'any',
-  'few', 'more', 'most', 'other', 'some', 'such', 'no', 'only',
-  'own', 'same', 'than', 'too', 'very', 'just', 'because', 'if',
-  'it', 'its', 'this', 'that', 'these', 'those', 'i', 'me', 'my',
-  'we', 'our', 'you', 'your', 'he', 'him', 'his', 'she', 'her',
-  'they', 'them', 'their', 'what', 'which', 'who', 'whom',
+  'a',
+  'an',
+  'the',
+  'is',
+  'are',
+  'was',
+  'were',
+  'be',
+  'been',
+  'being',
+  'have',
+  'has',
+  'had',
+  'do',
+  'does',
+  'did',
+  'will',
+  'would',
+  'could',
+  'should',
+  'may',
+  'might',
+  'shall',
+  'can',
+  'need',
+  'dare',
+  'ought',
+  'used',
+  'to',
+  'of',
+  'in',
+  'for',
+  'on',
+  'with',
+  'at',
+  'by',
+  'from',
+  'as',
+  'into',
+  'through',
+  'during',
+  'before',
+  'after',
+  'above',
+  'below',
+  'between',
+  'out',
+  'off',
+  'over',
+  'under',
+  'again',
+  'further',
+  'then',
+  'once',
+  'and',
+  'but',
+  'or',
+  'nor',
+  'not',
+  'so',
+  'yet',
+  'both',
+  'either',
+  'neither',
+  'each',
+  'every',
+  'all',
+  'any',
+  'few',
+  'more',
+  'most',
+  'other',
+  'some',
+  'such',
+  'no',
+  'only',
+  'own',
+  'same',
+  'than',
+  'too',
+  'very',
+  'just',
+  'because',
+  'if',
+  'it',
+  'its',
+  'this',
+  'that',
+  'these',
+  'those',
+  'i',
+  'me',
+  'my',
+  'we',
+  'our',
+  'you',
+  'your',
+  'he',
+  'him',
+  'his',
+  'she',
+  'her',
+  'they',
+  'them',
+  'their',
+  'what',
+  'which',
+  'who',
+  'whom',
 ]);
 
 /**
  * Split camelCase/PascalCase identifiers into individual words,
  * lowercase them, and remove stop words.
  */
-export function tokenize(text: string): string[] {
-  if (!text) return [];
+export const tokenize = (text: string): string[] => {
+  if (!text) {
+    return [];
+  }
 
   // Split camelCase/PascalCase: insert space before capitals
   const split = text
-    .replace(/([a-z])([A-Z])/g, '$1 $2')
-    .replace(/([A-Z]+)([A-Z][a-z])/g, '$1 $2')
+    .replaceAll(/(?<lower>[a-z])(?<upper>[A-Z])/gu, '$<lower> $<upper>')
+    .replaceAll(/(?<acronymEnd>[A-Z])(?<wordStart>[A-Z][a-z])/gu, '$<acronymEnd> $<wordStart>')
     // Split on non-alphanumeric characters
-    .replace(/[^a-zA-Z0-9]+/g, ' ')
+    .replaceAll(/[^a-zA-Z0-9]+/gu, ' ')
     .toLowerCase()
     .trim()
-    .split(/\s+/)
+    .split(/\s+/u)
     .filter((word) => word.length > 0);
 
   // Remove stop words
   return split.filter((word) => !STOP_WORDS.has(word));
-}
+};
diff --git a/src/summarizer/summarizer.ts b/src/summarizer/summarizer.ts
index fba53e8..bd7283a 100644
--- a/src/summarizer/summarizer.ts
+++ b/src/summarizer/summarizer.ts
@@ -12,46 +12,49 @@ export interface SummaryMetadata {
 }
 
 const DEFAULT_CONFIG: SummaryConfig = {
-  maxItems: 5,
+  includeMetadata: true,
   maxDepth: 3,
+  maxItems: 5,
   maxStringLength: 200,
-  includeMetadata: true,
 };
 
 /**
  * Summarize a GraphQL response by truncating arrays, limiting depth,
  * and shortening long strings.
  */
-export function summarizeResponse(
+export const summarizeResponse = (
   data: unknown,
   config?: Partial<SummaryConfig>,
-): { summary: unknown; metadata: SummaryMetadata } {
-  const cfg = { ...DEFAULT_CONFIG, ...config };
+): { summary: unknown; metadata: SummaryMetadata } => {
+  const resolvedConfig = { ...DEFAULT_CONFIG, ...config };
   const originalSize = JSON.stringify(data).length;
-  let truncated = false;
+  let isTruncated = false;
 
-  function countItems(value: unknown): number {
-    if (Array.isArray(value)) return value.length;
+  const countItems = (value: unknown): number => {
+    if (Array.isArray(value)) {
+      return value.length;
+    }
     if (value && typeof value === 'object') {
       let count = 0;
       for (const v of Object.values(value as Record<string, unknown>)) {
-        if (Array.isArray(v)) count += v.length;
-        else count += countItems(v);
+        count += Array.isArray(v) ? v.length : countItems(v);
       }
       return count;
     }
     return 0;
-  }
+  };
 
   const totalItems = countItems(data);
 
-  function summarize(value: unknown, depth: number): unknown {
-    if (value === null || value === undefined) return value;
+  const summarize = (value: unknown, depth: number): unknown => {
+    if (value === null || value === undefined) {
+      return value;
+    }
 
     if (typeof value === 'string') {
-      if (value.length > cfg.maxStringLength) {
-        truncated = true;
-        return value.slice(0, cfg.maxStringLength) + '...';
+      if (value.length > resolvedConfig.maxStringLength) {
+        isTruncated = true;
+        return `${value.slice(0, resolvedConfig.maxStringLength)}...`;
       }
       return value;
     }
@@ -61,18 +64,20 @@ export function summarizeResponse(
     }
 
     if (Array.isArray(value)) {
-      if (depth >= cfg.maxDepth) {
-        truncated = true;
+      if (depth >= resolvedConfig.maxDepth) {
+        isTruncated = true;
         return `[...${value.length} items]`;
       }
 
-      const items = value.slice(0, cfg.maxItems).map((item) => summarize(item, depth + 1));
+      const items = value
+        .slice(0, resolvedConfig.maxItems)
+        .map((item) => summarize(item, depth + 1));
 
-      if (value.length > cfg.maxItems) {
-        truncated = true;
-        if (cfg.includeMetadata) {
+      if (value.length > resolvedConfig.maxItems) {
+        isTruncated = true;
+        if (resolvedConfig.includeMetadata) {
           return Object.assign(items, {
-            _meta: { totalCount: value.length, showing: cfg.maxItems },
+            _meta: { showing: resolvedConfig.maxItems, totalCount: value.length },
           });
         }
       }
@@ -81,126 +86,137 @@ export function summarizeResponse(
     }
 
     if (typeof value === 'object') {
-      if (depth >= cfg.maxDepth) {
+      if (depth >= resolvedConfig.maxDepth) {
         const keys = Object.keys(value as Record<string, unknown>);
-        truncated = true;
+        isTruncated = true;
         return `{...${keys.length} keys}`;
       }
 
       const result: Record<string, unknown> = {};
-      for (const [key, val] of Object.entries(value as Record<string, unknown>)) {
-        result[key] = summarize(val, depth + 1);
+      for (const [key, currentValue] of Object.entries(value as Record<string, unknown>)) {
+        result[key] = summarize(currentValue, depth + 1);
       }
       return result;
     }
 
     return value;
-  }
+  };
 
   const summary = summarize(data, 0);
 
   return {
-    summary,
     metadata: {
-      totalItems,
-      truncated,
       originalSize,
+      totalItems,
+      truncated: isTruncated,
     },
+    summary,
   };
-}
-
-/**
- * Format data as clean markdown suitable for LLM context.
- */
-export function formatForLLM(
-  data: unknown,
-  config?: Partial<SummaryConfig>,
-): string {
-  const { summary } = summarizeResponse(data, config);
-  return renderMarkdown(summary, 0);
-}
+};
 
-function renderMarkdown(value: unknown, indent: number): string {
-  if (value === null || value === undefined) return 'null';
+const renderer = {
+  markdown: (value: unknown, indent: number): string => {
+    if (value === null || value === undefined) {
+      return 'null';
+    }
 
-  if (typeof value === 'string') return value;
-  if (typeof value === 'number' || typeof value === 'boolean') return String(value);
+    if (typeof value === 'string') {
+      return value;
+    }
+    if (typeof value === 'number' || typeof value === 'boolean') {
+      return String(value);
+    }
 
-  if (Array.isArray(value)) {
-    if (value.length === 0) return '(empty list)';
+    if (Array.isArray(value)) {
+      if (value.length === 0) {
+        return '(empty list)';
+      }
 
-    const lines: string[] = [];
-    const meta = (value as unknown as Record<string, unknown>)._meta as { totalCount: number; showing: number } | undefined;
+      const lines: string[] = [];
+      const meta = (value as unknown as Record<string, unknown>)._meta as
+        { totalCount: number; showing: number } | undefined;
+
+      for (const item of value) {
+        if (typeof item === 'object' && item !== null && !Array.isArray(item)) {
+          // Object items - render as nested bullets
+          const objectLines = renderer.objectAsBullets(item as Record<string, unknown>, indent + 1);
+          lines.push(`${'  '.repeat(indent)}- ${objectLines}`);
+        } else {
+          lines.push(`${'  '.repeat(indent)}- ${renderer.markdown(item, indent + 1)}`);
+        }
+      }
 
-    for (const item of value) {
-      if (typeof item === 'object' && item !== null && !Array.isArray(item)) {
-        // Object items - render as nested bullets
-        const objLines = renderObjectAsBullets(item as Record<string, unknown>, indent + 1);
-        lines.push(`${'  '.repeat(indent)}- ${objLines}`);
-      } else {
-        lines.push(`${'  '.repeat(indent)}- ${renderMarkdown(item, indent + 1)}`);
+      if (meta) {
+        lines.push(`${'  '.repeat(indent)}- _(${meta.totalCount - meta.showing} more items...)_`);
       }
-    }
 
-    if (meta) {
-      lines.push(`${'  '.repeat(indent)}- _(${meta.totalCount - meta.showing} more items...)_`);
+      return lines.join('\n');
     }
 
-    return lines.join('\n');
-  }
-
-  if (typeof value === 'object') {
-    return renderObjectAsSection(value as Record<string, unknown>, indent);
-  }
+    if (typeof value === 'object') {
+      return renderer.objectAsSection(value as Record<string, unknown>, indent);
+    }
 
-  return String(value);
-}
+    return String(value);
+  },
 
-function renderObjectAsBullets(obj: Record<string, unknown>, indent: number): string {
-  const entries = Object.entries(obj).filter(([k]) => k !== '_meta');
-  if (entries.length === 0) return '(empty)';
+  objectAsBullets: (object: Record<string, unknown>, indent: number): string => {
+    const entries = Object.entries(object).filter(([k]) => k !== '_meta');
+    if (entries.length === 0) {
+      return '(empty)';
+    }
 
-  const parts: string[] = [];
-  let first = true;
+    const parts: string[] = [];
+    let isFirst = true;
 
-  for (const [key, value] of entries) {
-    if (typeof value === 'object' && value !== null) {
-      if (first) {
-        parts.push(`**${key}**: ${renderMarkdown(value, indent + 1)}`);
-        first = false;
-      } else {
-        parts.push(`${'  '.repeat(indent)}**${key}**: ${renderMarkdown(value, indent + 1)}`);
-      }
-    } else {
-      const rendered = renderMarkdown(value, indent);
-      if (first) {
-        parts.push(`**${key}**: ${rendered}`);
-        first = false;
+    for (const [key, value] of entries) {
+      if (typeof value === 'object' && value !== null) {
+        if (isFirst) {
+          parts.push(`**${key}**: ${renderer.markdown(value, indent + 1)}`);
+          isFirst = false;
+        } else {
+          parts.push(`${'  '.repeat(indent)}**${key}**: ${renderer.markdown(value, indent + 1)}`);
+        }
       } else {
-        parts.push(`${'  '.repeat(indent)}**${key}**: ${rendered}`);
+        const rendered = renderer.markdown(value, indent);
+        if (isFirst) {
+          parts.push(`**${key}**: ${rendered}`);
+          isFirst = false;
+        } else {
+          parts.push(`${'  '.repeat(indent)}**${key}**: ${rendered}`);
+        }
       }
     }
-  }
 
-  return parts.join('\n');
-}
+    return parts.join('\n');
+  },
 
-function renderObjectAsSection(obj: Record<string, unknown>, indent: number): string {
-  const entries = Object.entries(obj).filter(([k]) => k !== '_meta');
-  if (entries.length === 0) return '(empty)';
+  objectAsSection: (object: Record<string, unknown>, indent: number): string => {
+    const entries = Object.entries(object).filter(([k]) => k !== '_meta');
+    if (entries.length === 0) {
+      return '(empty)';
+    }
 
-  const lines: string[] = [];
-  const headerLevel = Math.min(indent + 2, 6);
-  const header = '#'.repeat(headerLevel);
+    const lines: string[] = [];
+    const headerLevel = Math.min(indent + 2, 6);
+    const header = '#'.repeat(headerLevel);
 
-  for (const [key, value] of entries) {
-    if (typeof value === 'object' && value !== null) {
-      lines.push(`${header} ${key}`);
-      lines.push(renderMarkdown(value, indent + 1));
-    } else {
-      lines.push(`- **${key}**: ${renderMarkdown(value, indent)}`);
+    for (const [key, value] of entries) {
+      if (typeof value === 'object' && value !== null) {
+        lines.push(`${header} ${key}`, renderer.markdown(value, indent + 1));
+      } else {
+        lines.push(`- **${key}**: ${renderer.markdown(value, indent)}`);
+      }
     }
-  }
 
-  return lines.join('\n');
-}
+    return lines.join('\n');
+  },
+};
+
+/**
+ * Format data as clean markdown suitable for LLM context.
+ */
+export const formatForLLM = (data: unknown, config?: Partial<SummaryConfig>): string => {
+  const { summary } = summarizeResponse(data, config);
+  return renderer.markdown(summary, 0);
+};
diff --git a/src/types/index.ts b/src/types/index.ts
index b5a2192..abee1ab 100644
--- a/src/types/index.ts
+++ b/src/types/index.ts
@@ -1 +1,9 @@
-export type { SchemaField, SchemaArgument, TypeRef, SchemaType, ParsedSchema, AgentToolkitConfig } from './schema.js';
+export type {
+  SchemaField,
+  SchemaArgument,
+  TypeRef,
+  TypeReference,
+  SchemaType,
+  ParsedSchema,
+  AgentToolkitConfig,
+} from './schema.js';
diff --git a/src/types/schema.ts b/src/types/schema.ts
index 2334287..c060cf3 100644
--- a/src/types/schema.ts
+++ b/src/types/schema.ts
@@ -1,7 +1,7 @@
 export interface SchemaField {
   name: string;
   description: string | null;
-  type: TypeRef;
+  type: TypeReference;
   args: SchemaArgument[];
   isDeprecated: boolean;
 }
@@ -9,27 +9,25 @@ export interface SchemaField {
 export interface SchemaArgument {
   name: string;
   description: string | null;
-  type: TypeRef;
+  type: TypeReference;
   defaultValue: string | null;
 }
 
-export interface TypeRef {
-  kind:
-    | 'SCALAR'
-    | 'OBJECT'
-    | 'INTERFACE'
-    | 'UNION'
-    | 'ENUM'
-    | 'INPUT_OBJECT'
-    | 'LIST'
-    | 'NON_NULL';
+export interface TypeReference {
+  // GraphQL introspection defines this closed set of type kinds.
+  // eslint-disable-next-line sonarjs/max-union-size
+  kind: 'SCALAR' | 'OBJECT' | 'INTERFACE' | 'UNION' | 'ENUM' | 'INPUT_OBJECT' | 'LIST' | 'NON_NULL';
   name: string | null;
-  ofType: TypeRef | null;
+  ofType: TypeReference | null;
 }
 
+// Preserve the original public type name for existing consumers.
+// eslint-disable-next-line unicorn/name-replacements
+export type TypeRef = TypeReference;
+
 export interface SchemaType {
   name: string;
-  kind: TypeRef['kind'];
+  kind: TypeReference['kind'];
   description: string | null;
   fields: SchemaField[];
   inputFields: SchemaArgument[];
diff --git a/stylelint.config.mjs b/stylelint.config.mjs
new file mode 100644
index 0000000..d7389b2
--- /dev/null
+++ b/stylelint.config.mjs
@@ -0,0 +1 @@
+export { default } from 'ultracite/stylelint';
diff --git a/tests/adapters/crewai.test.ts b/tests/adapters/crewai.test.ts
index 05382be..f3ea7a0 100644
--- a/tests/adapters/crewai.test.ts
+++ b/tests/adapters/crewai.test.ts
@@ -1,125 +1,125 @@
+import assert from 'node:assert/strict';
 import { describe, it, expect, vi } from 'vitest';
 import { createCrewAITools } from '../../src/adapters/crewai.js';
 import type { ParsedSchema, SchemaType, SchemaField } from '../../src/types/schema.js';
-import type { GraphQLExecutor } from '../../src/mcp/executor.js';
 
-function makeField(name: string, typeName: string, kind: string = 'OBJECT', args: SchemaField['args'] = []): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: kind as any, name: typeName, ofType: null },
-    args,
-    isDeprecated: false,
-  };
-}
+const defineType = (types: Map<string, SchemaType>, name: string, type: SchemaType): void => {
+  types.set(name, type);
+};
+
+const makeField = (
+  name: string,
+  typeName: string,
+  kind: SchemaField['type']['kind'] = 'OBJECT',
+): SchemaField => ({
+  args: [],
+  description: null,
+  isDeprecated: false,
+  name,
+  type: { kind, name: typeName, ofType: null },
+});
 
-function makeArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'SCALAR', name: typeName, ofType: null },
-    defaultValue: null,
-  };
-}
+const makeArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: { kind: 'SCALAR', name: typeName, ofType: null },
+});
 
-function makeRequiredArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'NON_NULL', name: null, ofType: { kind: 'SCALAR', name: typeName, ofType: null } },
-    defaultValue: null,
-  };
-}
+const makeRequiredArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: {
+    kind: 'NON_NULL',
+    name: null,
+    ofType: { kind: 'SCALAR', name: typeName, ofType: null },
+  },
+});
 
-function buildTestSchema(): ParsedSchema {
+const buildTestSchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'user',
+        args: [makeRequiredArgument('id', 'ID')],
         description: 'Fetch a user by ID',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('id', 'ID')],
         isDeprecated: false,
+        name: 'user',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
       {
-        name: 'posts',
+        args: [makeArgument('limit', 'Int'), makeArgument('offset', 'Int')],
         description: 'List posts',
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'Post', ofType: null } },
-        args: [makeArg('limit', 'Int'), makeArg('offset', 'Int')],
         isDeprecated: false,
+        name: 'posts',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'Post', ofType: null } },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('Mutation', {
-    name: 'Mutation',
-    kind: 'OBJECT',
+  defineType(types, 'Mutation', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'deleteUser',
+        args: [makeRequiredArgument('id', 'ID')],
         description: 'Delete a user',
-        type: { kind: 'SCALAR', name: 'Boolean', ofType: null },
-        args: [makeRequiredArg('id', 'ID')],
         isDeprecated: false,
+        name: 'deleteUser',
+        type: { kind: 'SCALAR', name: 'Boolean', ofType: null },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Mutation',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
-    fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('name', 'String', 'SCALAR'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeField('id', 'ID', 'SCALAR'), makeField('name', 'String', 'SCALAR')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
-  types.set('Post', {
-    name: 'Post',
-    kind: 'OBJECT',
+  defineType(types, 'Post', {
     description: null,
-    fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('title', 'String', 'SCALAR'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeField('id', 'ID', 'SCALAR'), makeField('title', 'String', 'SCALAR')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Post',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: 'Mutation',
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
+};
 
-function createMockExecutor(): GraphQLExecutor {
-  return {
-    execute: vi.fn().mockResolvedValue(JSON.stringify({ data: { user: { id: '1', name: 'Alice' } } })),
-  } as unknown as GraphQLExecutor;
-}
+const createMockExecutor = () => ({
+  execute: vi
+    .fn()
+    .mockResolvedValue(JSON.stringify({ data: { user: { id: '1', name: 'Alice' } } })),
+});
 
 describe('createCrewAITools', () => {
   it('should generate tools for all query and mutation fields', () => {
@@ -139,10 +139,12 @@ describe('createCrewAITools', () => {
     const executor = createMockExecutor();
     const tools = createCrewAITools(schema, executor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     expect(userTool.args_schema).toBeDefined();
     expect(userTool.args_schema.type).toBe('object');
-    expect((userTool as any).schema).toBeUndefined();
+    expect('schema' in userTool).toBe(false);
   });
 
   it('should include required args in args_schema', () => {
@@ -150,9 +152,13 @@ describe('createCrewAITools', () => {
     const executor = createMockExecutor();
     const tools = createCrewAITools(schema, executor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
-    expect((userTool.args_schema.required as string[])).toContain('id');
-    expect((userTool.args_schema.properties as any).id).toEqual({ type: 'string' });
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
+    expect(userTool.args_schema.required as string[]).toContain('id');
+    expect((userTool.args_schema.properties as Record<string, unknown>).id).toEqual({
+      type: 'string',
+    });
   });
 
   it('should map optional args correctly', () => {
@@ -160,10 +166,12 @@ describe('createCrewAITools', () => {
     const executor = createMockExecutor();
     const tools = createCrewAITools(schema, executor);
 
-    const postsTool = tools.find((t) => t.name === 'query_posts')!;
-    const props = postsTool.args_schema.properties as Record<string, any>;
-    expect(props.limit).toEqual({ type: 'integer' });
-    expect(props.offset).toEqual({ type: 'integer' });
+    const postsTool = tools.find((t) => t.name === 'query_posts');
+
+    assert.ok(postsTool);
+    const properties = postsTool.args_schema.properties as Record<string, unknown>;
+    expect(properties.limit).toEqual({ type: 'integer' });
+    expect(properties.offset).toEqual({ type: 'integer' });
     // No required array since both are optional
     expect(postsTool.args_schema.required).toBeUndefined();
   });
@@ -173,7 +181,9 @@ describe('createCrewAITools', () => {
     const executor = createMockExecutor();
     const tools = createCrewAITools(schema, executor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     const result = await userTool.func({ id: '1' });
 
     expect(executor.execute).toHaveBeenCalled();
@@ -183,10 +193,11 @@ describe('createCrewAITools', () => {
   it('should execute mutations correctly', async () => {
     const schema = buildTestSchema();
     const executor = createMockExecutor();
-    (executor.execute as any).mockResolvedValue(JSON.stringify({ data: { deleteUser: true } }));
+    executor.execute.mockResolvedValue(JSON.stringify({ data: { deleteUser: true } }));
 
     const tools = createCrewAITools(schema, executor);
-    const deleteTool = tools.find((t) => t.name === 'mutate_deleteUser')!;
+    const deleteTool = tools.find((t) => t.name === 'mutate_deleteUser');
+    assert.ok(deleteTool);
 
     expect(deleteTool.description).toBe('Delete a user');
     const result = await deleteTool.func({ id: '1' });
diff --git a/tests/adapters/langchain.test.ts b/tests/adapters/langchain.test.ts
index 2d7dcea..7cf678d 100644
--- a/tests/adapters/langchain.test.ts
+++ b/tests/adapters/langchain.test.ts
@@ -1,112 +1,120 @@
+import assert from 'node:assert/strict';
 import { describe, it, expect, vi } from 'vitest';
 import { createLangChainTools, createStructuredTools } from '../../src/adapters/langchain.js';
 import type { ParsedSchema, SchemaType, SchemaField } from '../../src/types/schema.js';
 import type { GraphQLExecutor } from '../../src/mcp/executor.js';
 
-function makeField(name: string, typeName: string, kind: string = 'OBJECT', args: SchemaField['args'] = []): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: kind as any, name: typeName, ofType: null },
-    args,
-    isDeprecated: false,
-  };
-}
+const defineType = (types: Map<string, SchemaType>, name: string, type: SchemaType): void => {
+  types.set(name, type);
+};
+
+const makeField = (
+  name: string,
+  typeName: string,
+  kind: SchemaField['type']['kind'] = 'OBJECT',
+): SchemaField => ({
+  args: [],
+  description: null,
+  isDeprecated: false,
+  name,
+  type: { kind, name: typeName, ofType: null },
+});
 
-function makeArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'SCALAR', name: typeName, ofType: null },
-    defaultValue: null,
-  };
-}
+const makeArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: { kind: 'SCALAR', name: typeName, ofType: null },
+});
 
-function makeRequiredArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'NON_NULL', name: null, ofType: { kind: 'SCALAR', name: typeName, ofType: null } },
-    defaultValue: null,
-  };
-}
+const makeRequiredArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: {
+    kind: 'NON_NULL',
+    name: null,
+    ofType: { kind: 'SCALAR', name: typeName, ofType: null },
+  },
+});
 
-function buildTestSchema(): ParsedSchema {
+const buildTestSchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'user',
+        args: [makeRequiredArgument('id', 'ID')],
         description: 'Fetch a user by ID',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('id', 'ID')],
         isDeprecated: false,
+        name: 'user',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
       {
-        name: 'users',
+        args: [makeArgument('limit', 'Int')],
         description: 'List all users',
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
-        args: [makeArg('limit', 'Int')],
         isDeprecated: false,
+        name: 'users',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('Mutation', {
-    name: 'Mutation',
-    kind: 'OBJECT',
+  defineType(types, 'Mutation', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'createUser',
+        args: [makeRequiredArgument('name', 'String'), makeArgument('email', 'String')],
         description: 'Create a new user',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('name', 'String'), makeArg('email', 'String')],
         isDeprecated: false,
+        name: 'createUser',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Mutation',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
+    enumValues: [],
     fields: [
       makeField('id', 'ID', 'SCALAR'),
       makeField('name', 'String', 'SCALAR'),
       makeField('email', 'String', 'SCALAR'),
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: 'Mutation',
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
+};
 
-function createMockExecutor(): GraphQLExecutor {
-  return {
-    execute: vi.fn().mockResolvedValue(JSON.stringify({ data: { user: { id: '1', name: 'Alice' } } })),
-  } as unknown as GraphQLExecutor;
-}
+const createMockExecutor = (): GraphQLExecutor =>
+  ({
+    execute: vi
+      .fn()
+      .mockResolvedValue(JSON.stringify({ data: { user: { id: '1', name: 'Alice' } } })),
+  }) as unknown as GraphQLExecutor;
 
 describe('createLangChainTools', () => {
   it('should generate a tool for each query and mutation field', () => {
@@ -138,8 +146,8 @@ describe('createLangChainTools', () => {
     const userTool = tools.find((t) => t.name === 'query_user');
     expect(userTool?.schema).toBeDefined();
     expect(userTool?.schema.type).toBe('object');
-    expect((userTool?.schema.properties as any).id).toBeDefined();
-    expect((userTool?.schema.required as string[])).toContain('id');
+    expect((userTool?.schema.properties as Record<string, unknown>).id).toBeDefined();
+    expect(userTool?.schema.required as string[]).toContain('id');
   });
 
   it('should execute operations via the executor', async () => {
@@ -147,7 +155,9 @@ describe('createLangChainTools', () => {
     const executor = createMockExecutor();
     const tools = createLangChainTools(schema, executor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     const result = await userTool.func(JSON.stringify({ id: '1' }));
 
     expect(executor.execute).toHaveBeenCalled();
@@ -159,8 +169,10 @@ describe('createLangChainTools', () => {
     const executor = createMockExecutor();
     const tools = createLangChainTools(schema, executor);
 
-    const usersTool = tools.find((t) => t.name === 'query_users')!;
-    const result = await usersTool.func('');
+    const usersTool = tools.find((t) => t.name === 'query_users');
+
+    assert.ok(usersTool);
+    await usersTool.func('');
 
     expect(executor.execute).toHaveBeenCalled();
   });
@@ -194,7 +206,9 @@ describe('createStructuredTools', () => {
     const executor = createMockExecutor();
     const tools = createStructuredTools(schema, executor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     const result = await userTool.func({ id: '1' });
 
     expect(executor.execute).toHaveBeenCalled();
@@ -206,7 +220,9 @@ describe('createStructuredTools', () => {
     const executor = createMockExecutor();
     const tools = createStructuredTools(schema, executor);
 
-    const createUserTool = tools.find((t) => t.name === 'mutate_createUser')!;
+    const createUserTool = tools.find((t) => t.name === 'mutate_createUser');
+
+    assert.ok(createUserTool);
     // Should be able to parse valid input
     const parsed = createUserTool.schema.parse({ name: 'Bob' });
     expect(parsed.name).toBe('Bob');
diff --git a/tests/adapters/vercel-ai.test.ts b/tests/adapters/vercel-ai.test.ts
index 6bb3533..7ea4870 100644
--- a/tests/adapters/vercel-ai.test.ts
+++ b/tests/adapters/vercel-ai.test.ts
@@ -1,112 +1,119 @@
 import { describe, it, expect, vi } from 'vitest';
 import { createVercelAITools } from '../../src/adapters/vercel-ai.js';
 import type { ParsedSchema, SchemaType, SchemaField } from '../../src/types/schema.js';
-import type { GraphQLExecutor } from '../../src/mcp/executor.js';
 
-function makeField(name: string, typeName: string, kind: string = 'OBJECT', args: SchemaField['args'] = []): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: kind as any, name: typeName, ofType: null },
-    args,
-    isDeprecated: false,
-  };
-}
+const defineType = (types: Map<string, SchemaType>, name: string, type: SchemaType): void => {
+  types.set(name, type);
+};
+
+const makeField = (
+  name: string,
+  typeName: string,
+  kind: SchemaField['type']['kind'] = 'OBJECT',
+): SchemaField => ({
+  args: [],
+  description: null,
+  isDeprecated: false,
+  name,
+  type: { kind, name: typeName, ofType: null },
+});
 
-function makeArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'SCALAR', name: typeName, ofType: null },
-    defaultValue: null,
-  };
-}
+const makeArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: { kind: 'SCALAR', name: typeName, ofType: null },
+});
 
-function makeRequiredArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'NON_NULL', name: null, ofType: { kind: 'SCALAR', name: typeName, ofType: null } },
-    defaultValue: null,
-  };
-}
+const makeRequiredArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: {
+    kind: 'NON_NULL',
+    name: null,
+    ofType: { kind: 'SCALAR', name: typeName, ofType: null },
+  },
+});
 
-function buildTestSchema(): ParsedSchema {
+const buildTestSchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'user',
+        args: [makeRequiredArgument('id', 'ID')],
         description: 'Fetch a user by ID',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('id', 'ID')],
         isDeprecated: false,
+        name: 'user',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
       {
-        name: 'search',
+        args: [makeRequiredArgument('query', 'String'), makeArgument('limit', 'Int')],
         description: 'Search items',
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
-        args: [makeRequiredArg('query', 'String'), makeArg('limit', 'Int')],
         isDeprecated: false,
+        name: 'search',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('Mutation', {
-    name: 'Mutation',
-    kind: 'OBJECT',
+  defineType(types, 'Mutation', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'updateUser',
+        args: [makeRequiredArgument('id', 'ID'), makeArgument('name', 'String')],
         description: 'Update a user',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('id', 'ID'), makeArg('name', 'String')],
         isDeprecated: false,
+        name: 'updateUser',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Mutation',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
+    enumValues: [],
     fields: [
       makeField('id', 'ID', 'SCALAR'),
       makeField('name', 'String', 'SCALAR'),
       makeField('email', 'String', 'SCALAR'),
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: 'Mutation',
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
-
-function createMockExecutor(): GraphQLExecutor {
-  return {
-    execute: vi.fn().mockResolvedValue(JSON.stringify({ data: { user: { id: '1', name: 'Alice', email: 'a@b.com' } } })),
-  } as unknown as GraphQLExecutor;
-}
+};
+
+const createMockExecutor = () => ({
+  execute: vi
+    .fn()
+    .mockResolvedValue(
+      JSON.stringify({ data: { user: { email: 'a@b.com', id: '1', name: 'Alice' } } }),
+    ),
+});
 
 describe('createVercelAITools', () => {
   it('should return a Record (not array) keyed by tool name', () => {
@@ -157,7 +164,7 @@ describe('createVercelAITools', () => {
     expect(parsed.query).toBe('test');
 
     // With optional param
-    const parsedWithLimit = searchTool.parameters.parse({ query: 'test', limit: 10 });
+    const parsedWithLimit = searchTool.parameters.parse({ limit: 10, query: 'test' });
     expect(parsedWithLimit.limit).toBe(10);
   });
 
@@ -176,7 +183,9 @@ describe('createVercelAITools', () => {
   it('should execute mutations correctly', async () => {
     const schema = buildTestSchema();
     const executor = createMockExecutor();
-    (executor.execute as any).mockResolvedValue(JSON.stringify({ data: { updateUser: { id: '1', name: 'Updated' } } }));
+    executor.execute.mockResolvedValue(
+      JSON.stringify({ data: { updateUser: { id: '1', name: 'Updated' } } }),
+    );
 
     const tools = createVercelAITools(schema, executor);
     const updateTool = tools['mutate_updateUser'];
@@ -194,29 +203,33 @@ describe('createVercelAITools', () => {
   });
 
   it('should handle schema with no mutations', () => {
-    const types = new Map<string, SchemaType>();
-    types.set('Query', {
-      name: 'Query',
-      kind: 'OBJECT',
-      description: null,
-      fields: [
+    const types = new Map<string, SchemaType>([
+      [
+        'Query',
         {
-          name: 'hello',
-          description: 'Say hello',
-          type: { kind: 'SCALAR', name: 'String', ofType: null },
-          args: [],
-          isDeprecated: false,
+          description: null,
+          enumValues: [],
+          fields: [
+            {
+              args: [],
+              description: 'Say hello',
+              isDeprecated: false,
+              name: 'hello',
+              type: { kind: 'SCALAR', name: 'String', ofType: null },
+            },
+          ],
+          inputFields: [],
+          interfaces: [],
+          kind: 'OBJECT',
+          name: 'Query',
+          possibleTypes: [],
         },
       ],
-      inputFields: [],
-      enumValues: [],
-      interfaces: [],
-      possibleTypes: [],
-    });
+    ]);
 
     const schema: ParsedSchema = {
-      queryType: 'Query',
       mutationType: null,
+      queryType: 'Query',
       subscriptionType: null,
       types,
     };
diff --git a/tests/cli/init.test.ts b/tests/cli/init.test.ts
index 1173d3f..93ce4d9 100644
--- a/tests/cli/init.test.ts
+++ b/tests/cli/init.test.ts
@@ -4,14 +4,13 @@ import { mockIntrospectionResult } from '../introspection/fixtures.js';
 const mockRequest = vi.fn();
 vi.mock('graphql-request', () => ({
   GraphQLClient: class MockGraphQLClient {
-    constructor() {}
     request = mockRequest;
   },
 }));
 
 const mockWriteFileSync = vi.fn();
 vi.mock('node:fs', async (importOriginal) => {
-  const actual = await importOriginal<typeof import('node:fs')>();
+  const actual = await importOriginal<Record<string, unknown>>();
   return {
     ...actual,
     writeFileSync: mockWriteFileSync,
@@ -25,7 +24,7 @@ describe('runInit', () => {
   });
 
   it('should generate a config object from endpoint', async () => {
-    const { runInit } = await import('../../src/cli/init.js');
+    const { runInit } = await import(/* webpackChunkName: "cli-init" */ '../../src/cli/init.js');
 
     const config = await runInit({
       endpoint: 'https://example.com/graphql',
@@ -38,7 +37,7 @@ describe('runInit', () => {
   });
 
   it('should include headers in config when provided', async () => {
-    const { runInit } = await import('../../src/cli/init.js');
+    const { runInit } = await import(/* webpackChunkName: "cli-init" */ '../../src/cli/init.js');
 
     const config = await runInit({
       endpoint: 'https://example.com/graphql',
@@ -49,15 +48,15 @@ describe('runInit', () => {
   });
 
   it('should write config to file when output is specified', async () => {
-    const { runInit } = await import('../../src/cli/init.js');
+    const { runInit } = await import(/* webpackChunkName: "cli-init" */ '../../src/cli/init.js');
 
     await runInit({
       endpoint: 'https://example.com/graphql',
-      output: '/tmp/test-config.json',
+      output: 'test-config.json',
     });
 
     expect(mockWriteFileSync).toHaveBeenCalledWith(
-      '/tmp/test-config.json',
+      'test-config.json',
       expect.stringContaining('"endpoint"'),
     );
   });
@@ -65,10 +64,8 @@ describe('runInit', () => {
   it('should throw on introspection failure', async () => {
     mockRequest.mockRejectedValueOnce(new Error('Connection refused'));
 
-    const { runInit } = await import('../../src/cli/init.js');
+    const { runInit } = await import(/* webpackChunkName: "cli-init" */ '../../src/cli/init.js');
 
-    await expect(
-      runInit({ endpoint: 'https://bad-endpoint.com/graphql' }),
-    ).rejects.toThrow();
+    await expect(runInit({ endpoint: 'https://bad-endpoint.com/graphql' })).rejects.toThrow();
   });
 });
diff --git a/tests/index.test.ts b/tests/index.test.ts
index 0ac641d..74b0ed9 100644
--- a/tests/index.test.ts
+++ b/tests/index.test.ts
@@ -2,7 +2,7 @@ import { describe, it, expect } from 'vitest';
 
 describe('graphql-agent-toolkit', () => {
   it('should export types without error', async () => {
-    const mod = await import('../src/index.js');
-    expect(mod).toBeDefined();
+    const exportedModule = await import(/* webpackChunkName: "package-index" */ '../src/index.js');
+    expect(exportedModule).toBeDefined();
   });
 });
diff --git a/tests/integration/full-flow.test.ts b/tests/integration/full-flow.test.ts
index a44c90f..0da1ab0 100644
--- a/tests/integration/full-flow.test.ts
+++ b/tests/integration/full-flow.test.ts
@@ -1,5 +1,7 @@
+import assert from 'node:assert/strict';
+import { once } from 'node:events';
+import { createServer } from 'node:http';
 import { describe, it, expect, afterAll, beforeAll } from 'vitest';
-import { createServer, type Server } from 'node:http';
 import {
   GraphQLSchema,
   GraphQLObjectType,
@@ -9,7 +11,6 @@ import {
   GraphQLList,
   GraphQLInt,
   graphql,
-  getIntrospectionQuery,
 } from 'graphql';
 import { fetchSchema } from '../../src/introspection/fetcher.js';
 import { parseSchema } from '../../src/introspection/parser.js';
@@ -17,100 +18,100 @@ import { buildOperation } from '../../src/operations/builder.js';
 import { createToolsFromSchema } from '../../src/mcp/tool-factory.js';
 import { GraphQLExecutor } from '../../src/mcp/executor.js';
 import { SchemaNavigator } from '../../src/semantic/navigator.js';
+import type { IncomingMessage, ServerResponse } from 'node:http';
 
 // Define a small test schema
 const UserType: GraphQLObjectType = new GraphQLObjectType({
-  name: 'User',
   fields: () => ({
+    email: { type: new GraphQLNonNull(GraphQLString) },
     id: { type: new GraphQLNonNull(GraphQLID) },
     name: { type: GraphQLString },
-    email: { type: new GraphQLNonNull(GraphQLString) },
   }),
+  name: 'User',
 });
 
 const testSchema = new GraphQLSchema({
   query: new GraphQLObjectType({
-    name: 'Query',
     fields: {
       user: {
-        type: UserType,
-        description: 'Get a user by ID',
         args: {
-          id: { type: new GraphQLNonNull(GraphQLID), description: 'The user ID' },
+          id: { description: 'The user ID', type: new GraphQLNonNull(GraphQLID) },
         },
-        resolve: (_root, args) => ({
-          id: args.id,
-          name: 'Test User',
+        description: 'Get a user by ID',
+        resolve: (_root, parameters) => ({
           email: 'test@example.com',
+          id: parameters.id,
+          name: 'Test User',
         }),
+        type: UserType,
       },
       users: {
-        type: new GraphQLNonNull(new GraphQLList(new GraphQLNonNull(UserType))),
-        description: 'List all users',
         args: {
-          limit: { type: GraphQLInt, description: 'Max results' },
+          limit: { description: 'Max results', type: GraphQLInt },
         },
-        resolve: (_root, args) => {
-          const limit = args.limit ?? 2;
-          return Array.from({ length: limit }, (_, i) => ({
-            id: String(i + 1),
-            name: `User ${i + 1}`,
-            email: `user${i + 1}@example.com`,
+        description: 'List all users',
+        resolve: (_root, parameters) => {
+          const limit = parameters.limit ?? 2;
+          return Array.from({ length: limit }, (_, index) => ({
+            email: `user${index + 1}@example.com`,
+            id: String(index + 1),
+            name: `User ${index + 1}`,
           }));
         },
+        type: new GraphQLNonNull(new GraphQLList(new GraphQLNonNull(UserType))),
       },
     },
+    name: 'Query',
   }),
 });
 
-let server: Server;
-let serverUrl: string;
-
-beforeAll(async () => {
-  server = createServer(async (req, res) => {
-    if (req.method !== 'POST') {
-      res.writeHead(405);
-      res.end();
-      return;
-    }
-
-    const chunks: Buffer[] = [];
-    for await (const chunk of req) {
-      chunks.push(chunk as Buffer);
-    }
-    const body = JSON.parse(Buffer.concat(chunks).toString());
-
-    const result = await graphql({
-      schema: testSchema,
-      source: body.query,
-      variableValues: body.variables,
-    });
-
-    res.writeHead(200, { 'Content-Type': 'application/json' });
-    res.end(JSON.stringify(result));
+const handleRequest = async (request: IncomingMessage, response: ServerResponse): Promise<void> => {
+  if (request.method !== 'POST') {
+    response.writeHead(405);
+    response.end();
+    return;
+  }
+
+  const chunks: Buffer[] = [];
+  for await (const chunk of request) {
+    chunks.push(chunk as Buffer);
+  }
+  const body = JSON.parse(Buffer.concat(chunks).toString());
+
+  const result = await graphql({
+    schema: testSchema,
+    source: body.query,
+    variableValues: body.variables,
   });
 
-  await new Promise<void>((resolve) => {
-    server.listen(0, '127.0.0.1', () => {
-      const addr = server.address();
-      if (addr && typeof addr === 'object') {
-        serverUrl = `http://127.0.0.1:${addr.port}/graphql`;
-      }
-      resolve();
-    });
-  });
+  response.writeHead(200, { 'Content-Type': 'application/json' });
+  response.end(JSON.stringify(result));
+};
+
+const server = createServer(handleRequest);
+const serverState = { url: '' };
+
+beforeAll(async () => {
+  const listening = once(server, 'listening');
+  server.listen(0, '127.0.0.1');
+  await listening;
+  const address = server.address();
+  if (!address || typeof address === 'string') {
+    throw new Error('Test server did not provide a TCP address');
+  }
+  serverState.url = `http://127.0.0.1:${address.port}/graphql`;
 });
 
 afterAll(async () => {
-  await new Promise<void>((resolve) => {
-    server.close(() => resolve());
-  });
+  const closed = once(server, 'close');
+  server.close();
+  await closed;
 });
 
 describe('Full Integration Flow', () => {
   it('should introspect, parse, build operations, create tools, and execute', async () => {
     // Step 1: Introspect
-    const introspectionResult = await fetchSchema({ endpoint: serverUrl });
+    const introspectionResult = await fetchSchema({ endpoint: serverState.url });
     expect(introspectionResult.__schema).toBeDefined();
 
     // Step 2: Parse
@@ -119,7 +120,9 @@ describe('Full Integration Flow', () => {
     expect(schema.types.has('User')).toBe(true);
     expect(schema.types.has('Query')).toBe(true);
 
-    const userType = schema.types.get('User')!;
+    const userType = schema.types.get('User');
+
+    assert.ok(userType);
     expect(userType.fields.map((f) => f.name)).toContain('id');
     expect(userType.fields.map((f) => f.name)).toContain('name');
     expect(userType.fields.map((f) => f.name)).toContain('email');
@@ -136,7 +139,7 @@ describe('Full Integration Flow', () => {
     expect(usersOp.operation).toContain('users');
 
     // Step 4: Create tools
-    const executor = new GraphQLExecutor(serverUrl);
+    const executor = new GraphQLExecutor(serverState.url);
     const tools = createToolsFromSchema(schema, executor);
 
     const queryTools = tools.filter((t) => t.name.startsWith('query_'));
@@ -144,7 +147,8 @@ describe('Full Integration Flow', () => {
     expect(queryTools.map((t) => t.name)).toContain('query_users');
 
     // Step 5: Execute a query through a tool
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+    assert.ok(userTool);
     const result = await userTool.execute({ id: '42' });
     const parsed = JSON.parse(result);
 
@@ -155,12 +159,14 @@ describe('Full Integration Flow', () => {
   });
 
   it('should execute list queries correctly', async () => {
-    const introspectionResult = await fetchSchema({ endpoint: serverUrl });
+    const introspectionResult = await fetchSchema({ endpoint: serverState.url });
     const schema = parseSchema(introspectionResult);
-    const executor = new GraphQLExecutor(serverUrl);
+    const executor = new GraphQLExecutor(serverState.url);
     const tools = createToolsFromSchema(schema, executor);
 
-    const usersTool = tools.find((t) => t.name === 'query_users')!;
+    const usersTool = tools.find((t) => t.name === 'query_users');
+
+    assert.ok(usersTool);
     const result = await usersTool.execute({ limit: 3 });
     const parsed = JSON.parse(result);
 
@@ -170,7 +176,7 @@ describe('Full Integration Flow', () => {
   });
 
   it('should support semantic navigation', async () => {
-    const introspectionResult = await fetchSchema({ endpoint: serverUrl });
+    const introspectionResult = await fetchSchema({ endpoint: serverState.url });
     const schema = parseSchema(introspectionResult);
 
     const navigator = new SchemaNavigator();
diff --git a/tests/introspection/fetcher.test.ts b/tests/introspection/fetcher.test.ts
index 0c902b9..1c3c445 100644
--- a/tests/introspection/fetcher.test.ts
+++ b/tests/introspection/fetcher.test.ts
@@ -3,21 +3,21 @@ import { fetchSchema } from '../../src/introspection/fetcher.js';
 import { mockIntrospectionResult } from './fixtures.js';
 
 const mockRequest = vi.fn();
+const clientState: {
+  last: { endpoint: string; options?: Record<string, unknown> } | null;
+} = { last: null };
 
-vi.mock('graphql-request', () => {
-  return {
-    GraphQLClient: class MockGraphQLClient {
-      options: Record<string, unknown>;
-      constructor(_endpoint: string, options?: Record<string, unknown>) {
-        // Store for inspection
-        MockGraphQLClient.lastInstance = { endpoint: _endpoint, options };
-        this.options = options ?? {};
-      }
-      request = mockRequest;
-      static lastInstance: { endpoint: string; options?: Record<string, unknown> } | null = null;
-    },
-  };
-});
+vi.mock('graphql-request', () => ({
+  GraphQLClient: class MockGraphQLClient {
+    request = mockRequest;
+    options: Record<string, unknown>;
+    constructor(_endpoint: string, options?: Record<string, unknown>) {
+      // Store for inspection
+      clientState.last = { endpoint: _endpoint, options };
+      this.options = options ?? {};
+    }
+  },
+}));
 
 describe('fetchSchema', () => {
   beforeEach(() => {
@@ -41,11 +41,8 @@ describe('fetchSchema', () => {
       headers: { Authorization: 'Bearer token123' },
     });
 
-    const { GraphQLClient } = await import('graphql-request');
-    // eslint-disable-next-line @typescript-eslint/no-explicit-any
-    const lastInstance = (GraphQLClient as any).lastInstance;
-    expect(lastInstance.endpoint).toBe('https://example.com/graphql');
-    expect(lastInstance.options).toEqual({
+    expect(clientState.last?.endpoint).toBe('https://example.com/graphql');
+    expect(clientState.last?.options).toEqual({
       headers: { Authorization: 'Bearer token123' },
     });
   });
@@ -53,16 +50,16 @@ describe('fetchSchema', () => {
   it('should throw a descriptive error on network failure', async () => {
     mockRequest.mockRejectedValueOnce(new Error('Network error'));
 
-    await expect(
-      fetchSchema({ endpoint: 'https://example.com/graphql' }),
-    ).rejects.toThrow('Failed to fetch schema from https://example.com/graphql: Network error');
+    await expect(fetchSchema({ endpoint: 'https://example.com/graphql' })).rejects.toThrow(
+      'Failed to fetch schema from https://example.com/graphql: Network error',
+    );
   });
 
   it('should handle non-Error thrown values', async () => {
     mockRequest.mockRejectedValueOnce('some string error');
 
-    await expect(
-      fetchSchema({ endpoint: 'https://example.com/graphql' }),
-    ).rejects.toThrow('Failed to fetch schema from https://example.com/graphql: Unknown error');
+    await expect(fetchSchema({ endpoint: 'https://example.com/graphql' })).rejects.toThrow(
+      'Failed to fetch schema from https://example.com/graphql: Unknown error',
+    );
   });
 });
diff --git a/tests/introspection/fixtures.ts b/tests/introspection/fixtures.ts
index 5a5ceee..03df84d 100644
--- a/tests/introspection/fixtures.ts
+++ b/tests/introspection/fixtures.ts
@@ -2,49 +2,51 @@ import type { IntrospectionQuery } from 'graphql';
 
 export const mockIntrospectionResult: IntrospectionQuery = {
   __schema: {
-    queryType: { name: 'Query', kind: 'OBJECT' },
-    mutationType: { name: 'Mutation', kind: 'OBJECT' },
+    directives: [],
+    mutationType: { kind: 'OBJECT', name: 'Mutation' },
+    queryType: { kind: 'OBJECT', name: 'Query' },
     subscriptionType: null,
     types: [
       {
-        kind: 'OBJECT',
-        name: 'Query',
         description: 'The root query type',
+        enumValues: null,
         fields: [
           {
-            name: 'user',
-            description: 'Fetch a user by ID',
             args: [
               {
-                name: 'id',
+                defaultValue: null,
                 description: 'User ID',
+                name: 'id',
                 type: {
                   kind: 'NON_NULL',
                   name: null,
                   ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
                 },
-                defaultValue: null,
               },
             ],
+            deprecationReason: null,
+            description: 'Fetch a user by ID',
+            isDeprecated: false,
+            name: 'user',
             type: {
               kind: 'OBJECT',
               name: 'User',
               ofType: null,
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'users',
-            description: 'Fetch all users',
             args: [
               {
-                name: 'limit',
+                defaultValue: '10',
                 description: 'Max results',
+                name: 'limit',
                 type: { kind: 'SCALAR', name: 'Int', ofType: null },
-                defaultValue: '10',
               },
             ],
+            deprecationReason: null,
+            description: 'Fetch all users',
+            isDeprecated: false,
+            name: 'users',
             type: {
               kind: 'NON_NULL',
               name: null,
@@ -58,382 +60,395 @@ export const mockIntrospectionResult: IntrospectionQuery = {
                 },
               },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'posts',
-            description: 'Fetch all posts',
             args: [],
+            deprecationReason: null,
+            description: 'Fetch all posts',
+            isDeprecated: false,
+            name: 'posts',
             type: {
               kind: 'LIST',
               name: null,
               ofType: { kind: 'OBJECT', name: 'Post', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'oldField',
-            description: 'A deprecated field',
             args: [],
-            type: { kind: 'SCALAR', name: 'String', ofType: null },
-            isDeprecated: true,
             deprecationReason: 'Use newField instead',
+            description: 'A deprecated field',
+            isDeprecated: true,
+            name: 'oldField',
+            type: { kind: 'SCALAR', name: 'String', ofType: null },
           },
         ],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: 'Query',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: 'Mutation',
         description: 'The root mutation type',
+        enumValues: null,
         fields: [
           {
-            name: 'createUser',
-            description: 'Create a new user',
             args: [
               {
-                name: 'input',
+                defaultValue: null,
                 description: 'User input',
+                name: 'input',
                 type: {
                   kind: 'NON_NULL',
                   name: null,
                   ofType: { kind: 'INPUT_OBJECT', name: 'CreateUserInput', ofType: null },
                 },
-                defaultValue: null,
               },
             ],
+            deprecationReason: null,
+            description: 'Create a new user',
+            isDeprecated: false,
+            name: 'createUser',
             type: {
               kind: 'OBJECT',
               name: 'User',
               ofType: null,
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'deleteUser',
-            description: 'Delete a user',
             args: [
               {
-                name: 'id',
+                defaultValue: null,
                 description: 'User ID to delete',
+                name: 'id',
                 type: {
                   kind: 'NON_NULL',
                   name: null,
                   ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
                 },
-                defaultValue: null,
               },
             ],
-            type: { kind: 'SCALAR', name: 'Boolean', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Delete a user',
+            isDeprecated: false,
+            name: 'deleteUser',
+            type: { kind: 'SCALAR', name: 'Boolean', ofType: null },
           },
         ],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: 'Mutation',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: 'User',
         description: 'A user in the system',
+        enumValues: null,
         fields: [
           {
-            name: 'id',
-            description: null,
             args: [],
+            deprecationReason: null,
+            description: null,
+            isDeprecated: false,
+            name: 'id',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'name',
-            description: 'The user display name',
             args: [],
-            type: { kind: 'SCALAR', name: 'String', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'The user display name',
+            isDeprecated: false,
+            name: 'name',
+            type: { kind: 'SCALAR', name: 'String', ofType: null },
           },
           {
-            name: 'email',
-            description: 'The user email',
             args: [],
+            deprecationReason: null,
+            description: 'The user email',
+            isDeprecated: false,
+            name: 'email',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'String', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'posts',
-            description: 'Posts by this user',
             args: [],
+            deprecationReason: null,
+            description: 'Posts by this user',
+            isDeprecated: false,
+            name: 'posts',
             type: {
               kind: 'LIST',
               name: null,
               ofType: { kind: 'OBJECT', name: 'Post', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'role',
-            description: 'User role',
             args: [],
-            type: { kind: 'ENUM', name: 'UserRole', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'User role',
+            isDeprecated: false,
+            name: 'role',
+            type: { kind: 'ENUM', name: 'UserRole', ofType: null },
           },
         ],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: 'User',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: 'Post',
         description: 'A blog post',
+        enumValues: null,
         fields: [
           {
-            name: 'id',
-            description: null,
             args: [],
+            deprecationReason: null,
+            description: null,
+            isDeprecated: false,
+            name: 'id',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'title',
-            description: 'Post title',
             args: [],
-            type: { kind: 'SCALAR', name: 'String', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Post title',
+            isDeprecated: false,
+            name: 'title',
+            type: { kind: 'SCALAR', name: 'String', ofType: null },
           },
           {
-            name: 'body',
-            description: 'Post body content',
             args: [],
-            type: { kind: 'SCALAR', name: 'String', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Post body content',
+            isDeprecated: false,
+            name: 'body',
+            type: { kind: 'SCALAR', name: 'String', ofType: null },
           },
           {
-            name: 'author',
-            description: 'Post author',
             args: [],
-            type: { kind: 'OBJECT', name: 'User', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Post author',
+            isDeprecated: false,
+            name: 'author',
+            type: { kind: 'OBJECT', name: 'User', ofType: null },
           },
           {
-            name: 'comments',
-            description: 'Post comments',
             args: [],
+            deprecationReason: null,
+            description: 'Post comments',
+            isDeprecated: false,
+            name: 'comments',
             type: {
               kind: 'LIST',
               name: null,
               ofType: { kind: 'OBJECT', name: 'Comment', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
         ],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: 'Post',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: 'Comment',
         description: 'A comment on a post',
+        enumValues: null,
         fields: [
           {
-            name: 'id',
-            description: null,
             args: [],
+            deprecationReason: null,
+            description: null,
+            isDeprecated: false,
+            name: 'id',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
             },
-            isDeprecated: false,
-            deprecationReason: null,
           },
           {
-            name: 'text',
-            description: 'Comment text',
             args: [],
-            type: { kind: 'SCALAR', name: 'String', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Comment text',
+            isDeprecated: false,
+            name: 'text',
+            type: { kind: 'SCALAR', name: 'String', ofType: null },
           },
           {
-            name: 'author',
-            description: 'Comment author',
             args: [],
-            type: { kind: 'OBJECT', name: 'User', ofType: null },
-            isDeprecated: false,
             deprecationReason: null,
+            description: 'Comment author',
+            isDeprecated: false,
+            name: 'author',
+            type: { kind: 'OBJECT', name: 'User', ofType: null },
           },
         ],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: 'Comment',
         possibleTypes: null,
       },
       {
-        kind: 'INPUT_OBJECT',
-        name: 'CreateUserInput',
         description: 'Input for creating a user',
+        enumValues: null,
         fields: null,
         inputFields: [
           {
-            name: 'name',
+            defaultValue: null,
             description: 'User name',
+            name: 'name',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'String', ofType: null },
             },
-            defaultValue: null,
           },
           {
-            name: 'email',
+            defaultValue: null,
             description: 'User email',
+            name: 'email',
             type: {
               kind: 'NON_NULL',
               name: null,
               ofType: { kind: 'SCALAR', name: 'String', ofType: null },
             },
-            defaultValue: null,
           },
           {
-            name: 'role',
+            defaultValue: '"USER"',
             description: 'User role',
+            name: 'role',
             type: { kind: 'ENUM', name: 'UserRole', ofType: null },
-            defaultValue: '"USER"',
           },
         ],
         interfaces: null,
-        enumValues: null,
+        kind: 'INPUT_OBJECT',
+        name: 'CreateUserInput',
         possibleTypes: null,
       },
       {
-        kind: 'ENUM',
-        name: 'UserRole',
         description: 'Available user roles',
+        enumValues: [
+          {
+            deprecationReason: null,
+            description: 'Administrator',
+            isDeprecated: false,
+            name: 'ADMIN',
+          },
+          {
+            deprecationReason: null,
+            description: 'Regular user',
+            isDeprecated: false,
+            name: 'USER',
+          },
+          {
+            deprecationReason: null,
+            description: 'Moderator',
+            isDeprecated: false,
+            name: 'MODERATOR',
+          },
+        ],
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: [
-          { name: 'ADMIN', description: 'Administrator', isDeprecated: false, deprecationReason: null },
-          { name: 'USER', description: 'Regular user', isDeprecated: false, deprecationReason: null },
-          { name: 'MODERATOR', description: 'Moderator', isDeprecated: false, deprecationReason: null },
-        ],
+        kind: 'ENUM',
+        name: 'UserRole',
         possibleTypes: null,
       },
       {
-        kind: 'SCALAR',
-        name: 'String',
         description: 'Built-in String scalar',
+        enumValues: null,
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: null,
+        kind: 'SCALAR',
+        name: 'String',
         possibleTypes: null,
       },
       {
-        kind: 'SCALAR',
-        name: 'Int',
         description: 'Built-in Int scalar',
+        enumValues: null,
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: null,
+        kind: 'SCALAR',
+        name: 'Int',
         possibleTypes: null,
       },
       {
-        kind: 'SCALAR',
-        name: 'Float',
         description: 'Built-in Float scalar',
+        enumValues: null,
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: null,
+        kind: 'SCALAR',
+        name: 'Float',
         possibleTypes: null,
       },
       {
-        kind: 'SCALAR',
-        name: 'Boolean',
         description: 'Built-in Boolean scalar',
+        enumValues: null,
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: null,
+        kind: 'SCALAR',
+        name: 'Boolean',
         possibleTypes: null,
       },
       {
-        kind: 'SCALAR',
-        name: 'ID',
         description: 'Built-in ID scalar',
+        enumValues: null,
         fields: null,
         inputFields: null,
         interfaces: null,
-        enumValues: null,
+        kind: 'SCALAR',
+        name: 'ID',
         possibleTypes: null,
       },
       // Built-in introspection types that should be filtered out
       {
-        kind: 'OBJECT',
-        name: '__Schema',
         description: 'GraphQL Schema introspection type',
+        enumValues: null,
         fields: [],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: '__Schema',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: '__Type',
         description: 'GraphQL Type introspection type',
+        enumValues: null,
         fields: [],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: '__Type',
         possibleTypes: null,
       },
       {
-        kind: 'OBJECT',
-        name: '__Field',
         description: 'GraphQL Field introspection type',
+        enumValues: null,
         fields: [],
         inputFields: null,
         interfaces: [],
-        enumValues: null,
+        kind: 'OBJECT',
+        name: '__Field',
         possibleTypes: null,
       },
     ],
-    directives: [],
   },
 } as unknown as IntrospectionQuery;
diff --git a/tests/introspection/parser.test.ts b/tests/introspection/parser.test.ts
index 167511d..c295f53 100644
--- a/tests/introspection/parser.test.ts
+++ b/tests/introspection/parser.test.ts
@@ -1,3 +1,4 @@
+import assert from 'node:assert/strict';
 import { describe, it, expect } from 'vitest';
 import { parseSchema } from '../../src/introspection/parser.js';
 import { mockIntrospectionResult } from './fixtures.js';
@@ -18,8 +19,12 @@ describe('parseSchema', () => {
   });
 
   it('should filter out introspection types (__ prefix)', () => {
-    const typeNames = Array.from(parsed.types.keys());
-    const introspectionTypes = typeNames.filter((n) => n.startsWith('__'));
+    const introspectionTypes: string[] = [];
+    for (const typeName of parsed.types.keys()) {
+      if (typeName.startsWith('__')) {
+        introspectionTypes.push(typeName);
+      }
+    }
     expect(introspectionTypes).toHaveLength(0);
   });
 
@@ -40,10 +45,13 @@ describe('parseSchema', () => {
   });
 
   it('should parse Query fields correctly', () => {
-    const queryType = parsed.types.get('Query')!;
+    const queryType = parsed.types.get('Query');
+    assert.ok(queryType);
     expect(queryType.fields).toHaveLength(4);
 
-    const userField = queryType.fields.find((f) => f.name === 'user')!;
+    const userField = queryType.fields.find((f) => f.name === 'user');
+
+    assert.ok(userField);
     expect(userField.description).toBe('Fetch a user by ID');
     expect(userField.args).toHaveLength(1);
     expect(userField.args[0].name).toBe('id');
@@ -51,35 +59,44 @@ describe('parseSchema', () => {
   });
 
   it('should parse field arguments with defaults', () => {
-    const queryType = parsed.types.get('Query')!;
-    const usersField = queryType.fields.find((f) => f.name === 'users')!;
-    const limitArg = usersField.args.find((a) => a.name === 'limit')!;
-    expect(limitArg.defaultValue).toBe('10');
+    const queryType = parsed.types.get('Query');
+    assert.ok(queryType);
+    const usersField = queryType.fields.find((f) => f.name === 'users');
+    assert.ok(usersField);
+    const limitArgument = usersField.args.find((a) => a.name === 'limit');
+    assert.ok(limitArgument);
+    expect(limitArgument.defaultValue).toBe('10');
   });
 
   it('should parse deprecated fields', () => {
-    const queryType = parsed.types.get('Query')!;
-    const oldField = queryType.fields.find((f) => f.name === 'oldField')!;
+    const queryType = parsed.types.get('Query');
+    assert.ok(queryType);
+    const oldField = queryType.fields.find((f) => f.name === 'oldField');
+    assert.ok(oldField);
     expect(oldField.isDeprecated).toBe(true);
   });
 
   it('should parse input object types', () => {
-    const inputType = parsed.types.get('CreateUserInput')!;
+    const inputType = parsed.types.get('CreateUserInput');
+    assert.ok(inputType);
     expect(inputType.kind).toBe('INPUT_OBJECT');
     expect(inputType.inputFields).toHaveLength(3);
     expect(inputType.inputFields[0].name).toBe('name');
   });
 
   it('should parse enum types', () => {
-    const enumType = parsed.types.get('UserRole')!;
+    const enumType = parsed.types.get('UserRole');
+    assert.ok(enumType);
     expect(enumType.kind).toBe('ENUM');
     expect(enumType.enumValues).toHaveLength(3);
     expect(enumType.enumValues.map((v) => v.name)).toContain('ADMIN');
   });
 
   it('should parse nested type references correctly', () => {
-    const queryType = parsed.types.get('Query')!;
-    const usersField = queryType.fields.find((f) => f.name === 'users')!;
+    const queryType = parsed.types.get('Query');
+    assert.ok(queryType);
+    const usersField = queryType.fields.find((f) => f.name === 'users');
+    assert.ok(usersField);
     // [User!]!
     expect(usersField.type.kind).toBe('NON_NULL');
     expect(usersField.type.ofType?.kind).toBe('LIST');
diff --git a/tests/mcp/server.test.ts b/tests/mcp/server.test.ts
index 6043209..ce3b058 100644
--- a/tests/mcp/server.test.ts
+++ b/tests/mcp/server.test.ts
@@ -5,7 +5,6 @@ import { mockIntrospectionResult } from '../introspection/fixtures.js';
 const mockRequest = vi.fn();
 vi.mock('graphql-request', () => ({
   GraphQLClient: class MockGraphQLClient {
-    constructor() {}
     request = mockRequest;
   },
 }));
@@ -17,7 +16,9 @@ describe('createAgentToolkitServer', () => {
   });
 
   it('should create an MCP server with tools registered', async () => {
-    const { createAgentToolkitServer } = await import('../../src/mcp/server.js');
+    const { createAgentToolkitServer } = await import(
+      /* webpackChunkName: "mcp-server" */ '../../src/mcp/server.js'
+    );
 
     const server = await createAgentToolkitServer({
       endpoint: 'https://example.com/graphql',
@@ -30,7 +31,9 @@ describe('createAgentToolkitServer', () => {
   });
 
   it('should accept custom server name and version', async () => {
-    const { createAgentToolkitServer } = await import('../../src/mcp/server.js');
+    const { createAgentToolkitServer } = await import(
+      /* webpackChunkName: "mcp-server" */ '../../src/mcp/server.js'
+    );
 
     const server = await createAgentToolkitServer(
       { endpoint: 'https://example.com/graphql' },
@@ -41,7 +44,9 @@ describe('createAgentToolkitServer', () => {
   });
 
   it('should pass headers to the introspection fetch', async () => {
-    const { createAgentToolkitServer } = await import('../../src/mcp/server.js');
+    const { createAgentToolkitServer } = await import(
+      /* webpackChunkName: "mcp-server" */ '../../src/mcp/server.js'
+    );
 
     await createAgentToolkitServer({
       endpoint: 'https://example.com/graphql',
diff --git a/tests/mcp/tool-factory.test.ts b/tests/mcp/tool-factory.test.ts
index 2fa8684..4d9bd56 100644
--- a/tests/mcp/tool-factory.test.ts
+++ b/tests/mcp/tool-factory.test.ts
@@ -1,8 +1,9 @@
+import assert from 'node:assert/strict';
 import { describe, it, expect, vi } from 'vitest';
 import { createToolsFromSchema } from '../../src/mcp/tool-factory.js';
 import { parseSchema } from '../../src/introspection/parser.js';
 import { mockIntrospectionResult } from '../introspection/fixtures.js';
-import { GraphQLExecutor } from '../../src/mcp/executor.js';
+import type { GraphQLExecutor } from '../../src/mcp/executor.js';
 
 describe('createToolsFromSchema', () => {
   const schema = parseSchema(mockIntrospectionResult);
@@ -17,7 +18,7 @@ describe('createToolsFromSchema', () => {
 
     const queryTools = tools.filter((t) => t.name.startsWith('query_'));
     // Query has: user, users, posts (oldField is deprecated)
-    expect(queryTools.length).toBe(3);
+    expect(queryTools).toHaveLength(3);
     expect(queryTools.map((t) => t.name)).toContain('query_user');
     expect(queryTools.map((t) => t.name)).toContain('query_users');
     expect(queryTools.map((t) => t.name)).toContain('query_posts');
@@ -39,7 +40,7 @@ describe('createToolsFromSchema', () => {
     const tools = createToolsFromSchema(schema, mockExecutor);
 
     const mutationTools = tools.filter((t) => t.name.startsWith('mutate_'));
-    expect(mutationTools.length).toBe(2);
+    expect(mutationTools).toHaveLength(2);
     expect(mutationTools.map((t) => t.name)).toContain('mutate_createUser');
     expect(mutationTools.map((t) => t.name)).toContain('mutate_deleteUser');
   });
@@ -47,7 +48,9 @@ describe('createToolsFromSchema', () => {
   it('should create input schemas with correct Zod types for arguments', () => {
     const tools = createToolsFromSchema(schema, mockExecutor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     expect(userTool.inputSchema).toBeDefined();
     expect('id' in userTool.inputSchema).toBe(true);
   });
@@ -55,14 +58,18 @@ describe('createToolsFromSchema', () => {
   it('should use field description as tool description', () => {
     const tools = createToolsFromSchema(schema, mockExecutor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     expect(userTool.description).toBe('Fetch a user by ID');
   });
 
   it('should execute tool with executor', async () => {
     const tools = createToolsFromSchema(schema, mockExecutor);
 
-    const userTool = tools.find((t) => t.name === 'query_user')!;
+    const userTool = tools.find((t) => t.name === 'query_user');
+
+    assert.ok(userTool);
     const result = await userTool.execute({ id: '123' });
     expect(result).toBe('{"data": "test"}');
     expect(mockExecutor.execute).toHaveBeenCalled();
@@ -71,6 +78,6 @@ describe('createToolsFromSchema', () => {
   it('should create correct total number of tools', () => {
     const tools = createToolsFromSchema(schema, mockExecutor);
     // 3 queries (excluding deprecated) + 2 mutations = 5
-    expect(tools.length).toBe(5);
+    expect(tools).toHaveLength(5);
   });
 });
diff --git a/tests/mock/generator.test.ts b/tests/mock/generator.test.ts
index 36b290a..45b9f30 100644
--- a/tests/mock/generator.test.ts
+++ b/tests/mock/generator.test.ts
@@ -2,139 +2,137 @@ import { describe, it, expect } from 'vitest';
 import { generateMockData, createMockExecutor } from '../../src/mock/index.js';
 import type { ParsedSchema, SchemaType, SchemaField } from '../../src/types/schema.js';
 
-function makeField(
-  name: string,
-  typeName: string,
-  kind: string = 'OBJECT',
-  args: SchemaField['args'] = [],
-  description: string | null = null,
-): SchemaField {
-  return {
-    name,
-    description,
-    type: { kind: kind as any, name: typeName, ofType: null },
-    args,
-    isDeprecated: false,
-  };
+const defineType = (types: Map<string, SchemaType>, name: string, type: SchemaType): void => {
+  types.set(name, type);
+};
+
+interface FieldOptions {
+  description?: string | null;
+  kind?: SchemaField['type']['kind'];
+  parameters?: SchemaField['args'];
 }
 
-function makeListField(name: string, typeName: string, kind: string = 'OBJECT'): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: 'LIST', name: null, ofType: { kind: kind as any, name: typeName, ofType: null } },
-    args: [],
-    isDeprecated: false,
-  };
-}
+const makeField = (
+  name: string,
+  typeName: string,
+  { description = null, kind = 'OBJECT', parameters = [] }: FieldOptions = {},
+): SchemaField => ({
+  args: parameters,
+  description,
+  isDeprecated: false,
+  name,
+  type: { kind, name: typeName, ofType: null },
+});
 
-function makeRequiredArg(name: string, typeName: string = 'String'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'NON_NULL', name: null, ofType: { kind: 'SCALAR', name: typeName, ofType: null } },
-    defaultValue: null,
-  };
-}
+const makeRequiredArgument = (name: string, typeName = 'String'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: {
+    kind: 'NON_NULL',
+    name: null,
+    ofType: { kind: 'SCALAR', name: typeName, ofType: null },
+  },
+});
 
-function buildTestSchema(): ParsedSchema {
+const buildTestSchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'user',
+        args: [makeRequiredArgument('id', 'ID')],
         description: 'Fetch a user by ID',
-        type: { kind: 'OBJECT', name: 'User', ofType: null },
-        args: [makeRequiredArg('id', 'ID')],
         isDeprecated: false,
+        name: 'user',
+        type: { kind: 'OBJECT', name: 'User', ofType: null },
       },
       {
-        name: 'users',
-        description: 'List all users',
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
         args: [],
+        description: 'List all users',
         isDeprecated: false,
+        name: 'users',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
       },
       {
-        name: 'status',
-        description: 'Get system status',
-        type: { kind: 'SCALAR', name: 'String', ofType: null },
         args: [],
+        description: 'Get system status',
         isDeprecated: false,
+        name: 'status',
+        type: { kind: 'SCALAR', name: 'String', ofType: null },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
+    enumValues: [],
     fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('name', 'String', 'SCALAR'),
-      makeField('age', 'Int', 'SCALAR'),
-      makeField('score', 'Float', 'SCALAR'),
-      makeField('active', 'Boolean', 'SCALAR'),
-      makeField('role', 'Role', 'ENUM'),
+      makeField('id', 'ID', { kind: 'SCALAR' }),
+      makeField('name', 'String', { kind: 'SCALAR' }),
+      makeField('age', 'Int', { kind: 'SCALAR' }),
+      makeField('score', 'Float', { kind: 'SCALAR' }),
+      makeField('active', 'Boolean', { kind: 'SCALAR' }),
+      makeField('role', 'Role', { kind: 'ENUM' }),
       {
-        name: 'posts',
-        description: null,
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'Post', ofType: null } },
         args: [],
+        description: null,
         isDeprecated: false,
+        name: 'posts',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'Post', ofType: null } },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
-  types.set('Post', {
-    name: 'Post',
-    kind: 'OBJECT',
+  defineType(types, 'Post', {
     description: null,
+    enumValues: [],
     fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('title', 'String', 'SCALAR'),
-      makeField('published', 'Boolean', 'SCALAR'),
+      makeField('id', 'ID', { kind: 'SCALAR' }),
+      makeField('title', 'String', { kind: 'SCALAR' }),
+      makeField('published', 'Boolean', { kind: 'SCALAR' }),
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Post',
     possibleTypes: [],
   });
 
-  types.set('Role', {
-    name: 'Role',
-    kind: 'ENUM',
+  defineType(types, 'Role', {
     description: null,
-    fields: [],
-    inputFields: [],
     enumValues: [
-      { name: 'ADMIN', description: null },
-      { name: 'USER', description: null },
-      { name: 'GUEST', description: null },
+      { description: null, name: 'ADMIN' },
+      { description: null, name: 'USER' },
+      { description: null, name: 'GUEST' },
     ],
+    fields: [],
+    inputFields: [],
     interfaces: [],
+    kind: 'ENUM',
+    name: 'Role',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: null,
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
+};
 
 describe('generateMockData', () => {
   describe('scalar generation', () => {
@@ -157,7 +155,7 @@ describe('generateMockData', () => {
       const data = generateMockData(schema, 'User');
 
       expect(typeof data.age).toBe('number');
-      expect(Number.isInteger(data.age)).toBe(true);
+      expect(Number.isSafeInteger(data.age)).toBe(true);
     });
 
     it('should generate deterministic Float values', () => {
@@ -192,7 +190,8 @@ describe('generateMockData', () => {
       expect(data.posts).toBeDefined();
       expect(Array.isArray(data.posts)).toBe(true);
       const posts = data.posts as Record<string, unknown>[];
-      expect(posts.length).toBe(3); // default arrayLength
+      // default arrayLength
+      expect(posts).toHaveLength(3);
       expect(posts[0].title).toBe('mock_title');
     });
   });
@@ -266,36 +265,43 @@ describe('generateMockData', () => {
   describe('@mock in description parsing', () => {
     it('should use @mock directive string value from description', () => {
       const types = new Map<string, SchemaType>();
-      types.set('Query', {
-        name: 'Query',
-        kind: 'OBJECT',
+      defineType(types, 'Query', {
         description: null,
-        fields: [
-          makeField('item', 'Item', 'OBJECT'),
-        ],
-        inputFields: [],
         enumValues: [],
+        fields: [makeField('item', 'Item', { kind: 'OBJECT' })],
+        inputFields: [],
         interfaces: [],
+        kind: 'OBJECT',
+        name: 'Query',
         possibleTypes: [],
       });
-      types.set('Item', {
-        name: 'Item',
-        kind: 'OBJECT',
+      defineType(types, 'Item', {
         description: null,
+        enumValues: [],
         fields: [
-          makeField('title', 'String', 'SCALAR', [], 'The item title @mock("Hello World")'),
-          makeField('count', 'Int', 'SCALAR', [], 'Total count @mock(42)'),
-          makeField('enabled', 'Boolean', 'SCALAR', [], 'Is enabled @mock(true)'),
+          makeField('title', 'String', {
+            description: 'The item title @mock("Hello World")',
+            kind: 'SCALAR',
+          }),
+          makeField('count', 'Int', {
+            description: 'Total count @mock(42)',
+            kind: 'SCALAR',
+          }),
+          makeField('enabled', 'Boolean', {
+            description: 'Is enabled @mock(true)',
+            kind: 'SCALAR',
+          }),
         ],
         inputFields: [],
-        enumValues: [],
         interfaces: [],
+        kind: 'OBJECT',
+        name: 'Item',
         possibleTypes: [],
       });
 
       const schema: ParsedSchema = {
-        queryType: 'Query',
         mutationType: null,
+        queryType: 'Query',
         subscriptionType: null,
         types,
       };
@@ -308,32 +314,35 @@ describe('generateMockData', () => {
 
     it('should use @mock(false) directive', () => {
       const types = new Map<string, SchemaType>();
-      types.set('Query', {
-        name: 'Query',
-        kind: 'OBJECT',
+      defineType(types, 'Query', {
         description: null,
-        fields: [makeField('item', 'Item', 'OBJECT')],
-        inputFields: [],
         enumValues: [],
+        fields: [makeField('item', 'Item', { kind: 'OBJECT' })],
+        inputFields: [],
         interfaces: [],
+        kind: 'OBJECT',
+        name: 'Query',
         possibleTypes: [],
       });
-      types.set('Item', {
-        name: 'Item',
-        kind: 'OBJECT',
+      defineType(types, 'Item', {
         description: null,
+        enumValues: [],
         fields: [
-          makeField('active', 'Boolean', 'SCALAR', [], '@mock(false)'),
+          makeField('active', 'Boolean', {
+            description: '@mock(false)',
+            kind: 'SCALAR',
+          }),
         ],
         inputFields: [],
-        enumValues: [],
         interfaces: [],
+        kind: 'OBJECT',
+        name: 'Item',
         possibleTypes: [],
       });
 
       const schema: ParsedSchema = {
-        queryType: 'Query',
         mutationType: null,
+        queryType: 'Query',
         subscriptionType: null,
         types,
       };
@@ -351,31 +360,38 @@ describe('generateMockData', () => {
     });
 
     it('should handle type with no fields', () => {
-      const types = new Map<string, SchemaType>();
-      types.set('Query', {
-        name: 'Query',
-        kind: 'OBJECT',
-        description: null,
-        fields: [],
-        inputFields: [],
-        enumValues: [],
-        interfaces: [],
-        possibleTypes: [],
-      });
-      types.set('Empty', {
-        name: 'Empty',
-        kind: 'OBJECT',
-        description: null,
-        fields: [],
-        inputFields: [],
-        enumValues: [],
-        interfaces: [],
-        possibleTypes: [],
-      });
+      const types = new Map<string, SchemaType>([
+        [
+          'Query',
+          {
+            description: null,
+            enumValues: [],
+            fields: [],
+            inputFields: [],
+            interfaces: [],
+            kind: 'OBJECT',
+            name: 'Query',
+            possibleTypes: [],
+          },
+        ],
+        [
+          'Empty',
+          {
+            description: null,
+            enumValues: [],
+            fields: [],
+            inputFields: [],
+            interfaces: [],
+            kind: 'OBJECT',
+            name: 'Empty',
+            possibleTypes: [],
+          },
+        ],
+      ]);
 
       const schema: ParsedSchema = {
-        queryType: 'Query',
         mutationType: null,
+        queryType: 'Query',
         subscriptionType: null,
         types,
       };
@@ -424,7 +440,8 @@ describe('createMockExecutor', () => {
 
     expect(parsed.data.users).toBeDefined();
     expect(Array.isArray(parsed.data.users)).toBe(true);
-    expect(parsed.data.users.length).toBe(3); // default arrayLength
+    // default arrayLength
+    expect(parsed.data.users).toHaveLength(3);
   });
 
   it('should return scalar values for scalar return types', async () => {
@@ -456,7 +473,7 @@ describe('createMockExecutor', () => {
     const result = await executor.execute(operation);
     const parsed = JSON.parse(result);
 
-    expect(parsed.data.users.length).toBe(5);
+    expect(parsed.data.users).toHaveLength(5);
   });
 
   it('should be deterministic with seed', async () => {
diff --git a/tests/operations/builder.test.ts b/tests/operations/builder.test.ts
index 2cd7777..f56aff2 100644
--- a/tests/operations/builder.test.ts
+++ b/tests/operations/builder.test.ts
@@ -1,38 +1,42 @@
+import assert from 'node:assert/strict';
 import { describe, it, expect } from 'vitest';
 import { buildOperation } from '../../src/operations/builder.js';
-import { typeRefToString, isRequired } from '../../src/operations/variables.js';
+import {
+  typeRefToString as typeReferenceToString,
+  isRequired,
+} from '../../src/operations/variables.js';
 import { parseSchema } from '../../src/introspection/parser.js';
 import { mockIntrospectionResult } from '../introspection/fixtures.js';
-import type { TypeRef } from '../../src/types/index.js';
+import type { TypeRef as TypeReference } from '../../src/types/index.js';
 
 const schema = parseSchema(mockIntrospectionResult);
 
 describe('typeRefToString', () => {
   it('should convert a simple scalar type', () => {
-    const ref: TypeRef = { kind: 'SCALAR', name: 'String', ofType: null };
-    expect(typeRefToString(ref)).toBe('String');
+    const reference: TypeReference = { kind: 'SCALAR', name: 'String', ofType: null };
+    expect(typeReferenceToString(reference)).toBe('String');
   });
 
   it('should convert a non-null scalar type', () => {
-    const ref: TypeRef = {
+    const reference: TypeReference = {
       kind: 'NON_NULL',
       name: null,
       ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
     };
-    expect(typeRefToString(ref)).toBe('ID!');
+    expect(typeReferenceToString(reference)).toBe('ID!');
   });
 
   it('should convert a list type', () => {
-    const ref: TypeRef = {
+    const reference: TypeReference = {
       kind: 'LIST',
       name: null,
       ofType: { kind: 'OBJECT', name: 'User', ofType: null },
     };
-    expect(typeRefToString(ref)).toBe('[User]');
+    expect(typeReferenceToString(reference)).toBe('[User]');
   });
 
   it('should convert a non-null list of non-null items', () => {
-    const ref: TypeRef = {
+    const reference: TypeReference = {
       kind: 'NON_NULL',
       name: null,
       ofType: {
@@ -45,23 +49,23 @@ describe('typeRefToString', () => {
         },
       },
     };
-    expect(typeRefToString(ref)).toBe('[User!]!');
+    expect(typeReferenceToString(reference)).toBe('[User!]!');
   });
 });
 
 describe('isRequired', () => {
   it('should return true for NON_NULL types', () => {
-    const ref: TypeRef = {
+    const reference: TypeReference = {
       kind: 'NON_NULL',
       name: null,
       ofType: { kind: 'SCALAR', name: 'ID', ofType: null },
     };
-    expect(isRequired(ref)).toBe(true);
+    expect(isRequired(reference)).toBe(true);
   });
 
   it('should return false for nullable types', () => {
-    const ref: TypeRef = { kind: 'SCALAR', name: 'String', ofType: null };
-    expect(isRequired(ref)).toBe(false);
+    const reference: TypeReference = { kind: 'SCALAR', name: 'String', ofType: null };
+    expect(isRequired(reference)).toBe(false);
   });
 });
 
@@ -74,10 +78,10 @@ describe('buildOperation', () => {
     expect(result.operation).toContain('user(id: $id)');
     expect(result.variables).toHaveLength(1);
     expect(result.variables[0]).toEqual({
+      description: 'User ID',
       name: 'id',
-      type: 'ID!',
       required: true,
-      description: 'User ID',
+      type: 'ID!',
     });
   });
 
@@ -129,10 +133,10 @@ describe('buildOperation', () => {
 
   it('should generate variables with default argument info', () => {
     const result = buildOperation(schema, 'users');
-    const limitVar = result.variables.find((v) => v.name === 'limit');
-    expect(limitVar).toBeDefined();
-    expect(limitVar!.required).toBe(false);
-    expect(limitVar!.type).toBe('Int');
+    const limitVariable = result.variables.find((v) => v.name === 'limit');
+    assert.ok(limitVariable);
+    expect(limitVariable.required).toBe(false);
+    expect(limitVariable.type).toBe('Int');
   });
 
   it('should handle list return types', () => {
diff --git a/tests/pagination/handler.test.ts b/tests/pagination/handler.test.ts
index 5ccf75e..0199805 100644
--- a/tests/pagination/handler.test.ts
+++ b/tests/pagination/handler.test.ts
@@ -3,92 +3,88 @@ import { detectPaginationStyle, executePaginated } from '../../src/pagination/ha
 import type { ParsedSchema, SchemaType, SchemaField } from '../../src/types/schema.js';
 import type { GraphQLExecutor } from '../../src/mcp/executor.js';
 
-function makeField(name: string, typeName: string, kind: string = 'OBJECT', args: SchemaField['args'] = []): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: kind as any, name: typeName, ofType: null },
-    args,
-    isDeprecated: false,
-  };
-}
+const defineType = (types: Map<string, SchemaType>, name: string, type: SchemaType): void => {
+  types.set(name, type);
+};
+
+const makeField = (
+  name: string,
+  typeName: string,
+  kind: SchemaField['type']['kind'] = 'OBJECT',
+): SchemaField => ({
+  args: [],
+  description: null,
+  isDeprecated: false,
+  name,
+  type: { kind, name: typeName, ofType: null },
+});
 
-function makeListField(name: string, typeName: string, args: SchemaField['args'] = []): SchemaField {
-  return {
-    name,
-    description: null,
-    type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: typeName, ofType: null } },
-    args,
-    isDeprecated: false,
-  };
-}
+const makeListField = (
+  name: string,
+  typeName: string,
+  parameters: SchemaField['args'] = [],
+): SchemaField => ({
+  args: parameters,
+  description: null,
+  isDeprecated: false,
+  name,
+  type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: typeName, ofType: null } },
+});
 
-function makeArg(name: string, typeName: string = 'Int'): SchemaField['args'][number] {
-  return {
-    name,
-    description: null,
-    type: { kind: 'SCALAR', name: typeName, ofType: null },
-    defaultValue: null,
-  };
-}
+const makeArgument = (name: string, typeName = 'Int'): SchemaField['args'][number] => ({
+  defaultValue: null,
+  description: null,
+  name,
+  type: { kind: 'SCALAR', name: typeName, ofType: null },
+});
 
-function buildRelaySchema(): ParsedSchema {
+const buildRelaySchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'users',
+        args: [makeArgument('first', 'Int'), makeArgument('after', 'String')],
         description: 'Get users',
-        type: { kind: 'OBJECT', name: 'UserConnection', ofType: null },
-        args: [
-          makeArg('first', 'Int'),
-          makeArg('after', 'String'),
-        ],
         isDeprecated: false,
+        name: 'users',
+        type: { kind: 'OBJECT', name: 'UserConnection', ofType: null },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('UserConnection', {
-    name: 'UserConnection',
-    kind: 'OBJECT',
+  defineType(types, 'UserConnection', {
     description: null,
-    fields: [
-      makeListField('edges', 'UserEdge'),
-      makeField('pageInfo', 'PageInfo'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeListField('edges', 'UserEdge'), makeField('pageInfo', 'PageInfo')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'UserConnection',
     possibleTypes: [],
   });
 
-  types.set('UserEdge', {
-    name: 'UserEdge',
-    kind: 'OBJECT',
+  defineType(types, 'UserEdge', {
     description: null,
-    fields: [
-      makeField('node', 'User'),
-      makeField('cursor', 'String', 'SCALAR'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeField('node', 'User'), makeField('cursor', 'String', 'SCALAR')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'UserEdge',
     possibleTypes: [],
   });
 
-  types.set('PageInfo', {
-    name: 'PageInfo',
-    kind: 'OBJECT',
+  defineType(types, 'PageInfo', {
     description: null,
+    enumValues: [],
     fields: [
       makeField('hasNextPage', 'Boolean', 'SCALAR'),
       makeField('hasPreviousPage', 'Boolean', 'SCALAR'),
@@ -96,103 +92,88 @@ function buildRelaySchema(): ParsedSchema {
       makeField('endCursor', 'String', 'SCALAR'),
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'PageInfo',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
-    fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('name', 'String', 'SCALAR'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeField('id', 'ID', 'SCALAR'), makeField('name', 'String', 'SCALAR')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: null,
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
+};
 
-function buildOffsetSchema(): ParsedSchema {
+const buildOffsetSchema = (): ParsedSchema => {
   const types = new Map<string, SchemaType>();
 
-  types.set('Query', {
-    name: 'Query',
-    kind: 'OBJECT',
+  defineType(types, 'Query', {
     description: null,
+    enumValues: [],
     fields: [
       {
-        name: 'users',
+        args: [makeArgument('limit', 'Int'), makeArgument('offset', 'Int')],
         description: 'Get users',
-        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
-        args: [
-          makeArg('limit', 'Int'),
-          makeArg('offset', 'Int'),
-        ],
         isDeprecated: false,
+        name: 'users',
+        type: { kind: 'LIST', name: null, ofType: { kind: 'OBJECT', name: 'User', ofType: null } },
       },
     ],
     inputFields: [],
-    enumValues: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'Query',
     possibleTypes: [],
   });
 
-  types.set('User', {
-    name: 'User',
-    kind: 'OBJECT',
+  defineType(types, 'User', {
     description: null,
-    fields: [
-      makeField('id', 'ID', 'SCALAR'),
-      makeField('name', 'String', 'SCALAR'),
-    ],
-    inputFields: [],
     enumValues: [],
+    fields: [makeField('id', 'ID', 'SCALAR'), makeField('name', 'String', 'SCALAR')],
+    inputFields: [],
     interfaces: [],
+    kind: 'OBJECT',
+    name: 'User',
     possibleTypes: [],
   });
 
   return {
-    queryType: 'Query',
     mutationType: null,
+    queryType: 'Query',
     subscriptionType: null,
     types,
   };
-}
+};
 
 describe('detectPaginationStyle', () => {
-  it('should detect Relay pagination style', () => {
-    const schema = buildRelaySchema();
-    const style = detectPaginationStyle(schema, 'UserConnection');
-    expect(style).toBe('relay');
-  });
-
-  it('should detect offset pagination style', () => {
-    const schema = buildOffsetSchema();
-    const style = detectPaginationStyle(schema, 'User');
-    expect(style).toBe('offset');
-  });
-
-  it('should return none for types without pagination', () => {
-    const schema = buildRelaySchema();
-    const style = detectPaginationStyle(schema, 'User');
-    expect(style).toBe('none');
-  });
-
-  it('should return none for non-existent types', () => {
-    const schema = buildRelaySchema();
-    const style = detectPaginationStyle(schema, 'NonExistent');
-    expect(style).toBe('none');
+  it.each([
+    {
+      expected: 'relay',
+      schema: buildRelaySchema,
+      typeName: 'UserConnection',
+    },
+    { expected: 'offset', schema: buildOffsetSchema, typeName: 'User' },
+    { expected: 'none', schema: buildRelaySchema, typeName: 'User' },
+    {
+      expected: 'none',
+      schema: buildRelaySchema,
+      typeName: 'NonExistent',
+    },
+  ])('should detect $expected pagination for $typeName', ({ expected, schema, typeName }) => {
+    expect(detectPaginationStyle(schema(), typeName)).toBe(expected);
   });
 });
 
@@ -200,13 +181,10 @@ describe('executePaginated - Relay', () => {
   it('should collect all pages from relay pagination', async () => {
     const page1Response = JSON.stringify({
       users: {
-        edges: [
-          { node: { id: '1', name: 'Alice' } },
-          { node: { id: '2', name: 'Bob' } },
-        ],
+        edges: [{ node: { id: '1', name: 'Alice' } }, { node: { id: '2', name: 'Bob' } }],
         pageInfo: {
-          hasNextPage: true,
           endCursor: 'cursor2',
+          hasNextPage: true,
           startCursor: 'cursor1',
         },
       },
@@ -214,21 +192,17 @@ describe('executePaginated - Relay', () => {
 
     const page2Response = JSON.stringify({
       users: {
-        edges: [
-          { node: { id: '3', name: 'Charlie' } },
-        ],
+        edges: [{ node: { id: '3', name: 'Charlie' } }],
         pageInfo: {
-          hasNextPage: false,
           endCursor: 'cursor3',
+          hasNextPage: false,
           startCursor: 'cursor2',
         },
       },
     });
 
     const mockExecutor = {
-      execute: vi.fn()
-        .mockResolvedValueOnce(page1Response)
-        .mockResolvedValueOnce(page2Response),
+      execute: vi.fn().mockResolvedValueOnce(page1Response).mockResolvedValueOnce(page2Response),
     } as unknown as GraphQLExecutor;
 
     const operation = `query Users($first: Int, $after: String) {
@@ -238,27 +212,30 @@ describe('executePaginated - Relay', () => {
       }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'relay',
-      pageSize: 2,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        pageSize: 2,
+        style: 'relay',
+      },
+    );
 
     expect(result.items).toHaveLength(3);
     expect(result.totalFetched).toBe(3);
     expect(result.hasMore).toBe(false);
-    expect(result.cursors).toEqual({ start: 'cursor1', end: 'cursor3' });
+    expect(result.cursors).toEqual({ end: 'cursor3', start: 'cursor1' });
     expect(mockExecutor.execute).toHaveBeenCalledTimes(2);
   });
 
   it('should respect maxPages limit for relay pagination', async () => {
     const pageResponse = JSON.stringify({
       users: {
-        edges: [
-          { node: { id: '1', name: 'Alice' } },
-        ],
+        edges: [{ node: { id: '1', name: 'Alice' } }],
         pageInfo: {
-          hasNextPage: true,
           endCursor: 'cursorN',
+          hasNextPage: true,
           startCursor: 'cursor1',
         },
       },
@@ -275,11 +252,16 @@ describe('executePaginated - Relay', () => {
       }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'relay',
-      pageSize: 1,
-      maxPages: 3,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        maxPages: 3,
+        pageSize: 1,
+        style: 'relay',
+      },
+    );
 
     expect(result.items).toHaveLength(3);
     expect(result.hasMore).toBe(true);
@@ -297,25 +279,26 @@ describe('executePaginated - Offset', () => {
     });
 
     const page2Response = JSON.stringify({
-      users: [
-        { id: '3', name: 'Charlie' },
-      ],
+      users: [{ id: '3', name: 'Charlie' }],
     });
 
     const mockExecutor = {
-      execute: vi.fn()
-        .mockResolvedValueOnce(page1Response)
-        .mockResolvedValueOnce(page2Response),
+      execute: vi.fn().mockResolvedValueOnce(page1Response).mockResolvedValueOnce(page2Response),
     } as unknown as GraphQLExecutor;
 
     const operation = `query Users($limit: Int, $offset: Int) {
       users(limit: $limit, offset: $offset) { id name }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'offset',
-      pageSize: 2,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        pageSize: 2,
+        style: 'offset',
+      },
+    );
 
     expect(result.items).toHaveLength(3);
     expect(result.totalFetched).toBe(3);
@@ -333,25 +316,28 @@ describe('executePaginated - Offset', () => {
     });
 
     const mockExecutor = {
-      execute: vi.fn()
-        .mockResolvedValueOnce(page1Response)
-        .mockResolvedValueOnce(page2Response),
+      execute: vi.fn().mockResolvedValueOnce(page1Response).mockResolvedValueOnce(page2Response),
     } as unknown as GraphQLExecutor;
 
     const operation = `query Users($skip: Int, $take: Int) {
       users(skip: $skip, take: $take) { id }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'offset',
-      pageSize: 1,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        pageSize: 1,
+        style: 'offset',
+      },
+    );
 
     expect(result.items).toHaveLength(1);
     expect(result.hasMore).toBe(false);
 
-    const firstCall = (mockExecutor.execute as any).mock.calls[0];
-    expect(firstCall[1]).toEqual({ skip: 0, take: 1 });
+    const [firstCall] = vi.mocked(mockExecutor.execute).mock.calls;
+    expect(firstCall?.at(1)).toEqual({ skip: 0, take: 1 });
   });
 
   it('should respect maxPages limit for offset pagination', async () => {
@@ -367,11 +353,16 @@ describe('executePaginated - Offset', () => {
       users(limit: $limit, offset: $offset) { id }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'offset',
-      pageSize: 2,
-      maxPages: 2,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        maxPages: 2,
+        pageSize: 2,
+        style: 'offset',
+      },
+    );
 
     expect(result.items).toHaveLength(4);
     expect(result.hasMore).toBe(true);
@@ -384,7 +375,7 @@ describe('executePaginated - Auto', () => {
     const response = JSON.stringify({
       users: {
         edges: [{ node: { id: '1' } }],
-        pageInfo: { hasNextPage: false, endCursor: 'c1' },
+        pageInfo: { endCursor: 'c1', hasNextPage: false },
       },
     });
 
@@ -399,10 +390,15 @@ describe('executePaginated - Auto', () => {
       }
     }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'auto',
-      pageSize: 10,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        pageSize: 10,
+        style: 'auto',
+      },
+    );
 
     expect(result.items).toHaveLength(1);
     expect(result.hasMore).toBe(false);
@@ -419,10 +415,15 @@ describe('executePaginated - Auto', () => {
 
     const operation = `query Users { users { id } }`;
 
-    const result = await executePaginated(mockExecutor, operation, {}, {
-      style: 'auto',
-      pageSize: 10,
-    });
+    const result = await executePaginated(
+      mockExecutor,
+      operation,
+      {},
+      {
+        pageSize: 10,
+        style: 'auto',
+      },
+    );
 
     expect(result.items).toHaveLength(2);
     expect(result.hasMore).toBe(false);
diff --git a/tests/semantic/navigator.test.ts b/tests/semantic/navigator.test.ts
index 9bf9caf..34a6873 100644
--- a/tests/semantic/navigator.test.ts
+++ b/tests/semantic/navigator.test.ts
@@ -54,8 +54,8 @@ describe('SchemaNavigator', () => {
     const results = navigator.search('create user');
     expect(results.length).toBeGreaterThan(0);
     // Should find CreateUserInput or Mutation
-    const typeNames = results.map((r) => r.typeName);
-    const hasRelevant = typeNames.includes('CreateUserInput') || typeNames.includes('Mutation');
+    const typeNames = new Set(results.map((r) => r.typeName));
+    const hasRelevant = typeNames.has('CreateUserInput') || typeNames.has('Mutation');
     expect(hasRelevant).toBe(true);
   });
 
diff --git a/tests/summarizer/summarizer.test.ts b/tests/summarizer/summarizer.test.ts
index 238e9b1..f0a6796 100644
--- a/tests/summarizer/summarizer.test.ts
+++ b/tests/summarizer/summarizer.test.ts
@@ -17,19 +17,23 @@ describe('summarizeResponse', () => {
 
     it('should add _meta to truncated arrays when includeMetadata is true', () => {
       const data = { items: [1, 2, 3, 4, 5, 6] };
-      const result = summarizeResponse(data, { maxItems: 2, includeMetadata: true });
+      const result = summarizeResponse(data, { includeMetadata: true, maxItems: 2 });
 
       const summary = result.summary as Record<string, unknown>;
-      const items = summary.items as any;
-      expect(items._meta).toEqual({ totalCount: 6, showing: 2 });
+      const items = summary.items as unknown[] & {
+        _meta?: { showing: number; totalCount: number };
+      };
+      expect(items._meta).toEqual({ showing: 2, totalCount: 6 });
     });
 
     it('should not add _meta when includeMetadata is false', () => {
       const data = { items: [1, 2, 3, 4, 5, 6] };
-      const result = summarizeResponse(data, { maxItems: 2, includeMetadata: false });
+      const result = summarizeResponse(data, { includeMetadata: false, maxItems: 2 });
 
       const summary = result.summary as Record<string, unknown>;
-      const items = summary.items as any;
+      const items = summary.items as unknown[] & {
+        _meta?: { showing: number; totalCount: number };
+      };
       expect(items._meta).toBeUndefined();
     });
 
@@ -56,8 +60,9 @@ describe('summarizeResponse', () => {
       };
       const result = summarizeResponse(data, { maxDepth: 3 });
 
-      const summary = result.summary as any;
-      expect(summary.level1.level2.level3).toBe('{...1 keys}');
+      expect(result.summary).toMatchObject({
+        level1: { level2: { level3: '{...1 keys}' } },
+      });
     });
 
     it('should cut off arrays at maxDepth', () => {
@@ -70,16 +75,16 @@ describe('summarizeResponse', () => {
       };
       const result = summarizeResponse(data, { maxDepth: 2 });
 
-      const summary = result.summary as any;
-      expect(summary.level1.level2).toBe('{...1 keys}');
+      expect(result.summary).toMatchObject({
+        level1: { level2: '{...1 keys}' },
+      });
     });
 
     it('should preserve content within maxDepth', () => {
       const data = { a: { b: 'hello' } };
       const result = summarizeResponse(data, { maxDepth: 3 });
 
-      const summary = result.summary as any;
-      expect(summary.a.b).toBe('hello');
+      expect(result.summary).toMatchObject({ a: { b: 'hello' } });
     });
   });
 
@@ -89,16 +94,17 @@ describe('summarizeResponse', () => {
       const data = { text: longString };
       const result = summarizeResponse(data, { maxStringLength: 100 });
 
-      const summary = result.summary as any;
-      expect(summary.text).toBe('x'.repeat(100) + '...');
-      expect(summary.text.length).toBe(103); // 100 chars + '...'
+      const summary = result.summary as { text: string };
+      expect(summary.text).toBe(`${'x'.repeat(100)}...`);
+      // 100 chars + '...'
+      expect(summary.text).toHaveLength(103);
     });
 
     it('should not truncate short strings', () => {
       const data = { text: 'hello' };
       const result = summarizeResponse(data, { maxStringLength: 200 });
 
-      const summary = result.summary as any;
+      const summary = result.summary as { text: string };
       expect(summary.text).toBe('hello');
     });
   });
@@ -106,8 +112,8 @@ describe('summarizeResponse', () => {
   describe('metadata accuracy', () => {
     it('should report correct totalItems for nested arrays', () => {
       const data = {
-        users: [{ id: 1 }, { id: 2 }, { id: 3 }],
         posts: [{ id: 10 }, { id: 20 }],
+        users: [{ id: 1 }, { id: 2 }, { id: 3 }],
       };
       const result = summarizeResponse(data);
 
@@ -122,7 +128,7 @@ describe('summarizeResponse', () => {
     });
 
     it('should set truncated to false when no truncation occurs', () => {
-      const data = { name: 'hello', count: 5 };
+      const data = { count: 5, name: 'hello' };
       const result = summarizeResponse(data);
 
       expect(result.metadata.truncated).toBe(false);
@@ -158,8 +164,8 @@ describe('formatForLLM', () => {
   it('should produce markdown with headers for object keys', () => {
     const data = {
       users: [
-        { name: 'Alice', age: 30 },
-        { name: 'Bob', age: 25 },
+        { age: 30, name: 'Alice' },
+        { age: 25, name: 'Bob' },
       ],
     };
     const result = formatForLLM(data);
@@ -184,7 +190,7 @@ describe('formatForLLM', () => {
     const data = {
       items: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
     };
-    const result = formatForLLM(data, { maxItems: 3, includeMetadata: true });
+    const result = formatForLLM(data, { includeMetadata: true, maxItems: 3 });
 
     expect(result).toContain('more items');
   });
@@ -198,7 +204,7 @@ describe('formatForLLM', () => {
 
   it('should render nested objects with bold field names', () => {
     const data = {
-      users: [{ name: 'Alice', email: 'alice@example.com' }],
+      users: [{ email: 'alice@example.com', name: 'Alice' }],
     };
     const result = formatForLLM(data);
 
diff --git a/tsconfig.json b/tsconfig.json
index 1aa1bfc..4b7077c 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -5,7 +5,7 @@
     "target": "ES2022",
     "module": "ESNext",
     "moduleResolution": "bundler",
-    "lib": ["ES2022"],
+    "lib": ["ESNext"],
     "outDir": "./dist",
     "rootDir": "./src",
     "strict": true,
diff --git a/tsup.config.ts b/tsup.config.ts
index 8e58296..c1e1d71 100644
--- a/tsup.config.ts
+++ b/tsup.config.ts
@@ -1,16 +1,16 @@
 import { defineConfig } from 'tsup';
-import pkg from './package.json';
+import package_ from './package.json';
 
 export default defineConfig({
+  clean: true,
+  define: {
+    'process.env.PACKAGE_VERSION': JSON.stringify(package_.version),
+  },
+  dts: true,
   entry: ['src/index.ts', 'src/cli.ts'],
   format: ['esm', 'cjs'],
-  dts: true,
-  splitting: false,
+  shims: true,
   sourcemap: true,
-  clean: true,
+  splitting: false,
   target: 'node18',
-  shims: true,
-  define: {
-    'process.env.PACKAGE_VERSION': JSON.stringify(pkg.version),
-  },
 });
diff --git a/vitest.config.ts b/vitest.config.ts
index 07a94cc..edb35ff 100644
--- a/vitest.config.ts
+++ b/vitest.config.ts
@@ -2,13 +2,13 @@ import { defineConfig } from 'vitest/config';
 
 export default defineConfig({
   test: {
-    globals: true,
-    environment: 'node',
-    include: ['tests/**/*.test.ts'],
     coverage: {
-      provider: 'v8',
-      include: ['src/**/*.ts'],
       exclude: ['src/cli.ts'],
+      include: ['src/**/*.ts'],
+      provider: 'v8',
     },
+    environment: 'node',
+    globals: true,
+    include: ['tests/**/*.test.ts'],
   },
 });