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mcp_server

By yisu201506·Visit Source
Flask server for Model Context Protocol (MCP) integration with LLMs
April 18, 2025
17 days ago
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What is this MCP

Model Context Protocol (MCP) is a method for extending Large Language Model capabilities through natural language tool invocation. Unlike function calling, MCP embeds tool definitions directly in the context window and parses the model's text responses to identify tool usage.

How to use this MCP

  • Install dependencies and configure environment variables
  • Start the Flask server (flask run or gunicorn)
  • Send chat requests to /chat endpoint with user messages
  • The system will process tool invocations and return enhanced responses
  • What this MCP can be used for

    - Extending LLM capabilities with external tools (weather, calculator, etc.)

    - Creating conversational interfaces with dynamic tool integration

    - Building AI agents that can interact with APIs through natural language

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    Last Updated: 1 month ago