Python prompt context parameter

activate.sh

@@ -0,0 +1,12 @@
+#!/bin/bash
+# Quick activation script for the virtual environment
+
+if [ -f ".venv/bin/activate" ]; then
+    source .venv/bin/activate
+    echo "Virtual environment activated!"
+    echo "Python: $(which python) ($(python --version))"
+    echo "To deactivate, run: deactivate"
+else
+    echo "Error: Virtual environment not found. Run ./uv_setup.sh first."
+    exit 1
+fi

libs/arcade-mcp-server/arcade_mcp_server/context.py

@@ -533,7 +533,7 @@ async def list(self) -> list[Any]:
         return cast(list[Any], prompts)
 
     async def get(self, name: str, arguments: dict[str, str] | None = None) -> Any:
-        return await self._ctx.server._prompt_manager.get_prompt(name, arguments)
+        return await self._ctx.server._prompt_manager.get_prompt(name, arguments, self._ctx)
 
 
 class Sampling(_ContextComponent):

libs/arcade-mcp-server/arcade_mcp_server/managers/prompt.py

@@ -6,32 +6,65 @@
 
 from __future__ import annotations
 
+import inspect
 import logging
-from typing import Callable
+from typing import TYPE_CHECKING, Any, Callable, Union, cast
 
 from arcade_mcp_server.exceptions import NotFoundError, PromptError
 from arcade_mcp_server.managers.base import ComponentManager
 from arcade_mcp_server.types import GetPromptResult, Prompt, PromptMessage
 
+if TYPE_CHECKING:
+    from arcade_mcp_server.context import Context
+
 logger = logging.getLogger("arcade.mcp.managers.prompt")
 
+# Type aliases for prompt handler signatures
+PromptHandlerLegacy = Callable[[dict[str, str]], list[PromptMessage]]
+PromptHandlerWithContext = Callable[["Context", dict[str, str]], list[PromptMessage]]
+PromptHandlerType = Union[PromptHandlerLegacy, PromptHandlerWithContext]
+
 
 class PromptHandler:
-    """Handler for generating prompt messages."""
+    """Handler for generating prompt messages.
+
+    Supports two handler signatures:
+    1. Legacy: handler(args: dict[str, str]) -> list[PromptMessage]
+    2. New (with context): handler(context: Context, args: dict[str, str]) -> list[PromptMessage]
+
+    The handler signature is detected automatically using introspection.
+    """
 
     def __init__(
         self,
         prompt: Prompt,
-        handler: Callable[[dict[str, str]], list[PromptMessage]] | None = None,
+        handler: PromptHandlerType | None = None,
     ) -> None:
         self.prompt = prompt
-        self.handler = handler or self._default_handler
+        self.handler: Any = handler or self._default_handler
+        self._accepts_context = self._check_context_signature(self.handler)
 
     def __eq__(self, other: object) -> bool:  # pragma: no cover - simple comparison
         if not isinstance(other, PromptHandler):
             return False
         return self.prompt == other.prompt and self.handler == other.handler
 
+    def _check_context_signature(self, handler: Any) -> bool:
+        """Check if handler accepts context parameter.
+
+        Returns True if the handler signature has 2 parameters (context, args),
+        False if it has 1 parameter (args only).
+        """
+        try:
+            sig = inspect.signature(handler)
+            params = list(sig.parameters.values())
+            # Filter out 'self' parameter for bound methods
+            params = [p for p in params if p.name != "self"]
+            return len(params) >= 2
+        except (ValueError, TypeError):
+            # If we can't inspect, assume legacy signature
+            return False
+
     def _default_handler(self, arguments: dict[str, str]) -> list[PromptMessage]:
         return [
             PromptMessage(
@@ -43,7 +76,11 @@ def _default_handler(self, arguments: dict[str, str]) -> list[PromptMessage]:
             )
         ]
 
-    async def get_messages(self, arguments: dict[str, str] | None = None) -> list[PromptMessage]:
+    async def get_messages(
+        self,
+        arguments: dict[str, str] | None = None,
+        context: Context | None = None,
+    ) -> list[PromptMessage]:
         args = arguments or {}
 
         # Validate required arguments
@@ -52,11 +89,20 @@ async def get_messages(self, arguments: dict[str, str] | None = None) -> list[Pr
                 if arg.required and arg.name not in args:
                     raise PromptError(f"Required argument '{arg.name}' not provided")
 
-        result = self.handler(args)
+        # Call handler with appropriate signature
+        result: Any
+        if self._accepts_context:
+            if context is None:
+                raise PromptError("Handler requires context but none was provided")
+            result = self.handler(context, args)
+        else:
+            result = self.handler(args)
+
         if hasattr(result, "__await__"):
             result = await result
 
-        return result
+        # Cast result to expected type after dynamic invocation
+        return cast(list[PromptMessage], result)
 
 
 class PromptManager(ComponentManager[str, PromptHandler]):
@@ -72,15 +118,18 @@ async def list_prompts(self) -> list[Prompt]:
         return [h.prompt for h in handlers]
 
     async def get_prompt(
-        self, name: str, arguments: dict[str, str] | None = None
+        self,
+        name: str,
+        arguments: dict[str, str] | None = None,
+        context: Context | None = None,
     ) -> GetPromptResult:
         try:
             handler = await self.registry.get(name)
         except KeyError:
             raise NotFoundError(f"Prompt '{name}' not found")
 
         try:
-            messages = await handler.get_messages(arguments)
+            messages = await handler.get_messages(arguments, context)
             return GetPromptResult(
                 description=handler.prompt.description,
                 messages=messages,
@@ -93,7 +142,7 @@ async def get_prompt(
     async def add_prompt(
         self,
         prompt: Prompt,
-        handler: Callable[[dict[str, str]], list[PromptMessage]] | None = None,
+        handler: PromptHandlerType | None = None,
     ) -> None:
         prompt_handler = PromptHandler(prompt, handler)
         await self.registry.upsert(prompt.name, prompt_handler)
@@ -109,7 +158,7 @@ async def update_prompt(
         self,
         name: str,
         prompt: Prompt,
-        handler: Callable[[dict[str, str]], list[PromptMessage]] | None = None,
+        handler: PromptHandlerType | None = None,
     ) -> Prompt:
         # Ensure exists
         try:

libs/arcade-mcp-server/arcade_mcp_server/server.py

@@ -1337,9 +1337,14 @@ async def _handle_get_prompt(
     ) -> JSONRPCResponse[GetPromptResult] | JSONRPCError:
         """Handle get prompt request."""
         try:
+            # Get current context for prompt handlers that need it
+            from arcade_mcp_server.context import get_current_model_context
+
+            context = get_current_model_context()
             result = await self._prompt_manager.get_prompt(
                 message.params.name,
                 message.params.arguments if hasattr(message.params, "arguments") else None,
+                context,
             )
             return JSONRPCResponse(id=message.id, result=result)
         except NotFoundError:

libs/arcade-mcp-server/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "arcade-mcp-server"
-version = "1.13.0"
+version = "1.14.0"
 description = "Model Context Protocol (MCP) server framework for Arcade.dev"
 readme = "README.md"
 authors = [{ name = "Arcade.dev" }]

libs/tests/arcade_mcp_server/test_prompt.py

@@ -1,8 +1,10 @@
 """Tests for Prompt Manager implementation."""
 
 import asyncio
+from unittest.mock import Mock
 
 import pytest
+from arcade_mcp_server.context import Context
 from arcade_mcp_server.exceptions import NotFoundError, PromptError
 from arcade_mcp_server.managers.prompt import PromptManager
 from arcade_mcp_server.types import (
@@ -37,7 +39,7 @@ def sample_prompt(self):
 
     @pytest.fixture
     def prompt_function(self):
-        """Create a prompt function."""
+        """Create a prompt function (legacy signature without context)."""
 
         async def greeting_prompt(args: dict[str, str]) -> list[PromptMessage]:
             name = args.get("name", "")
@@ -53,6 +55,45 @@ async def greeting_prompt(args: dict[str, str]) -> list[PromptMessage]:
 
         return greeting_prompt
 
+    @pytest.fixture
+    def prompt_function_with_context(self):
+        """Create a prompt function with context parameter (new signature)."""
+
+        async def greeting_prompt_with_context(
+            context: Context, args: dict[str, str]
+        ) -> list[PromptMessage]:
+            name = args.get("name", "")
+            formal_arg = args.get("formal", "false")
+            formal = str(formal_arg).lower() == "true"
+
+            # Access context (e.g., for logging)
+            if hasattr(context, "log"):
+                await context.log.info(f"Generating greeting for {name}")
+
+            if formal:
+                text = f"Good day, {name}. How may I assist you?"
+            else:
+                text = f"Hey {name}! What's up?"
+
+            return [PromptMessage(role="assistant", content={"type": "text", "text": text})]
+
+        return greeting_prompt_with_context
+
+    @pytest.fixture
+    def mock_context(self):
+        """Create a mock context."""
+        mock_server = Mock()
+        context = Context(mock_server)
+        # Mock the log interface with async methods
+        mock_log = Mock()
+
+        async def async_info(*args, **kwargs):
+            pass
+
+        mock_log.info = async_info
+        context._log = mock_log
+        return context
+
     def test_manager_initialization(self):
         """Test prompt manager initialization."""
         manager = PromptManager()
@@ -239,3 +280,116 @@ async def error_prompt(args: dict[str, str]):
 
         with pytest.raises(PromptError):
             await manager.get_prompt("error_prompt", {})
+
+    @pytest.mark.asyncio
+    async def test_prompt_with_context_parameter(
+        self, prompt_manager, sample_prompt, prompt_function_with_context, mock_context
+    ):
+        """Test prompt with new context parameter signature."""
+        await prompt_manager.add_prompt(sample_prompt, prompt_function_with_context)
+
+        result = await prompt_manager.get_prompt(
+            "greeting", {"name": "Alice", "formal": "true"}, mock_context
+        )
+
+        assert isinstance(result, GetPromptResult)
+        assert len(result.messages) == 1
+        assert result.messages[0].role == "assistant"
+        assert "Good day, Alice" in result.messages[0].content["text"]
+
+    @pytest.mark.asyncio
+    async def test_prompt_with_context_logging(
+        self, prompt_manager, sample_prompt, prompt_function_with_context, mock_context
+    ):
+        """Test that prompt with context can use logging."""
+        await prompt_manager.add_prompt(sample_prompt, prompt_function_with_context)
+
+        await prompt_manager.get_prompt("greeting", {"name": "Bob"}, mock_context)
+
+        # Verify logging was called (if mock was set up properly)
+        # This would require a more sophisticated mock setup
+
+    @pytest.mark.asyncio
+    async def test_prompt_context_required_but_not_provided(
+        self, prompt_manager, sample_prompt, prompt_function_with_context
+    ):
+        """Test that error is raised when context-requiring prompt doesn't get context."""
+        await prompt_manager.add_prompt(sample_prompt, prompt_function_with_context)
+
+        with pytest.raises(PromptError, match="Handler requires context"):
+            await prompt_manager.get_prompt("greeting", {"name": "Alice"}, None)
+
+    @pytest.mark.asyncio
+    async def test_backward_compatibility_legacy_signature(
+        self, prompt_manager, sample_prompt, prompt_function
+    ):
+        """Test backward compatibility with legacy signature (no context)."""
+        await prompt_manager.add_prompt(sample_prompt, prompt_function)
+
+        # Should work without context
+        result = await prompt_manager.get_prompt("greeting", {"name": "Charlie"}, None)
+
+        assert isinstance(result, GetPromptResult)
+        assert len(result.messages) == 1
+        assert "Hey Charlie!" in result.messages[0].content["text"]
+
+    @pytest.mark.asyncio
+    async def test_mixed_signatures(
+        self, prompt_manager, prompt_function, prompt_function_with_context, mock_context
+    ):
+        """Test that both signatures can coexist."""
+        prompt1 = Prompt(name="legacy", description="Legacy prompt")
+        prompt2 = Prompt(name="new", description="New prompt with context")
+
+        await prompt_manager.add_prompt(prompt1, prompt_function)
+        await prompt_manager.add_prompt(prompt2, prompt_function_with_context)
+
+        # Legacy prompt works without context
+        result1 = await prompt_manager.get_prompt(
+            "legacy", {"name": "Dave", "formal": "false"}, None
+        )
+        assert "Hey Dave!" in result1.messages[0].content["text"]
+
+        # New prompt works with context
+        result2 = await prompt_manager.get_prompt(
+            "new", {"name": "Eve", "formal": "true"}, mock_context
+        )
+        assert "Good day, Eve" in result2.messages[0].content["text"]
+
+    @pytest.mark.asyncio
+    async def test_sync_prompt_function_with_context(self, prompt_manager, mock_context):
+        """Test synchronous prompt function with context parameter."""
+        prompt = Prompt(name="sync_prompt", description="Sync prompt with context")
+
+        def sync_prompt(context: Context, args: dict[str, str]) -> list[PromptMessage]:
+            name = args.get("name", "User")
+            return [
+                PromptMessage(role="user", content={"type": "text", "text": f"Hello {name}!"})
+            ]
+
+        await prompt_manager.add_prompt(prompt, sync_prompt)
+
+        result = await prompt_manager.get_prompt("sync_prompt", {"name": "Frank"}, mock_context)
+
+        assert isinstance(result, GetPromptResult)
+        assert len(result.messages) == 1
+        assert "Hello Frank!" in result.messages[0].content["text"]
+
+    @pytest.mark.asyncio
+    async def test_sync_prompt_function_without_context(self, prompt_manager):
+        """Test synchronous prompt function without context (legacy)."""
+        prompt = Prompt(name="sync_legacy", description="Sync legacy prompt")
+
+        def sync_legacy_prompt(args: dict[str, str]) -> list[PromptMessage]:
+            name = args.get("name", "User")
+            return [
+                PromptMessage(role="user", content={"type": "text", "text": f"Hi {name}!"})
+            ]
+
+        await prompt_manager.add_prompt(prompt, sync_legacy_prompt)
+
+        result = await prompt_manager.get_prompt("sync_legacy", {"name": "Grace"}, None)
+
+        assert isinstance(result, GetPromptResult)
+        assert len(result.messages) == 1
+        assert "Hi Grace!" in result.messages[0].content["text"]