youtube-summarizer/venv311/lib/python3.11/site-packages/fastmcp/contrib/mcp_mixin
enias 053e8fc63b feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat
### Updated Epic 4 Documentation
- Enhanced Story 4.3: Multi-video Analysis with Multi-Agent System
  - Three perspective agents (Technical, Business, User)
  - Synthesis agent for unified summaries
  - Integration with existing AI ecosystem
  - Increased effort from 28 to 40 hours

- Enhanced Story 4.4: Custom Models & Enhanced Markdown Export
  - Executive summary generation (2-3 paragraphs)
  - Timestamped sections with [HH:MM:SS] format
  - Enhanced markdown structure with table of contents
  - Increased effort from 24 to 32 hours

- Enhanced Story 4.6: RAG-Powered Video Chat with ChromaDB
  - ChromaDB vector database integration
  - RAG implementation using existing test patterns
  - Chat interface with timestamp source references
  - DeepSeek integration for AI responses

### Epic Effort Updates
- Total Epic 4 effort: 126 → 146 hours
- Remaining work: 72 → 92 hours
- Implementation timeline extended to 4-5 weeks

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-08-27 04:22:46 -04:00
..
README.md feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
__init__.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
example.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
mcp_mixin.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00

README.md

from mcp.types import ToolAnnotations

MCP Mixin

This module provides the MCPMixin base class and associated decorators (@mcp_tool, @mcp_resource, @mcp_prompt).

It allows developers to easily define classes whose methods can be registered as tools, resources, or prompts with a FastMCP server instance using the register_all(), register_tools(), register_resources(), or register_prompts() methods provided by the mixin.

Includes support for Tools:

Prompts:

Resources:

Usage

Inherit from MCPMixin and use the decorators on the methods you want to register.

from mcp.types import ToolAnnotations
from fastmcp import FastMCP
from fastmcp.contrib.mcp_mixin import MCPMixin, mcp_tool, mcp_resource, mcp_prompt

class MyComponent(MCPMixin):
    @mcp_tool(name="my_tool", description="Does something cool.")
    def tool_method(self):
        return "Tool executed!"

    # example of disabled tool
    @mcp_tool(name="my_tool", description="Does something cool.", enabled=False)
    def disabled_tool_method(self):
        # This function can't be called by client because it's disabled
        return "You'll never get here!"

    # example of excluded parameter tool
    @mcp_tool(
        name="my_tool", description="Does something cool.",
        enabled=False, exclude_args=['delete_everything'],
    )
    def excluded_param_tool_method(self, delete_everything=False):
        # MCP tool calls can't pass the "delete_everything" argument
        if delete_everything:
            return "Nothing to delete, I bet you're not a tool :)"
        return "You might be a tool if..."

    # example tool w/annotations
    @mcp_tool(
        name="my_tool", description="Does something cool.",
        annotations=ToolAnnotations(
            title="Attn LLM, use this tool first!",
            readOnlyHint=False,
            destructiveHint=False,
            idempotentHint=False,
        )
    )
    def tool_method(self):
        return "Tool executed!"

    # example tool w/everything
    @mcp_tool(
        name="my_tool", description="Does something cool.",
        enabled=True,
        exclude_args=['delete_all'],
        annotations=ToolAnnotations(
            title="Attn LLM, use this tool first!",
            readOnlyHint=False,
            destructiveHint=False,
            idempotentHint=False,
        )
    )
    def tool_method(self, delete_all=False):
        if delete_all:
            return "99 records deleted. I bet you're not a tool :)"
        return "Tool executed, but you might be a tool!"
    
    @mcp_resource(uri="component://data")
    def resource_method(self):
        return {"data": "some data"}

    # Disabled resource
    @mcp_resource(uri="component://data", enabled=False)
    def resource_method(self):
        return {"data": "some data"}

    # prompt
    @mcp_prompt(name="A prompt")
    def prompt_method(self, name):
        return f"Whats up {name}?"

    # disabled prompt
    @mcp_prompt(name="A prompt", enabled=False)
    def prompt_method(self, name):
        return f"Whats up {name}?"

mcp_server = FastMCP()
component = MyComponent()

# Register all decorated methods with a prefix
# Useful if you will have multiple instantiated objects of the same class
# and want to avoid name collisions.
component.register_all(mcp_server, prefix="my_comp") 

# Register without a prefix
# component.register_all(mcp_server) 

# Now 'my_comp_my_tool' tool and 'my_comp+component://data' resource are registered (if prefix used)
# Or 'my_tool' and 'component://data' are registered (if no prefix used)

The prefix argument in registration methods is optional. If omitted, methods are registered with their original decorated names/URIs. Individual separators (tools_separator, resources_separator, prompts_separator) can also be provided to register_all to change the separator for specific types.