Problem Statement

Current "Mode 1" (built-in agents) and "Mode 2" (community agents) implementations:

• Over-rely on Python inheritance/configuration
• Lack plug-and-play extensibility for new agents

Proposed Solution

1. Abstract Agent Registration Mechanism
Introduce Agent Registry supporting:

• Configuration-based registration (YAML/JSON)
• Python entrypoint registration

2. Dynamic Agent Loading

• Instantiate agents dynamically from configuration
• Auto-mount MCPClientMixin
• Support agent-specific configs:
  • Endpoints
  • Authentication tokens
  • Tool lists

3. Standardized Agent Interface
Enforce ABC abstract base class requiring:

• initialize()
• run()
• list_tools()
• Other essential methods

4. Plugin Extension System
Enable third-party agents via:

• Plugin directories/packages
• Auto-loading through configuration declarations
• No code modifications required for integration