Haohao-end/mcp-agent
A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.
This is a framework for developers to create specialized AI agents that can interact with external tools and knowledge. It helps bridge the gap between large language models and specific functionalities, like fetching real-time weather data or querying an internal document database. The output is an AI agent capable of using these external tools to answer questions or complete tasks, based on user input. Developers and AI engineers building custom LLM applications would use this.
Use this if you are an AI developer or engineer looking to integrate custom tools or private knowledge bases with large language models to create more capable and domain-specific AI agents.
Not ideal if you are looking for an off-the-shelf, end-user application or if you don't have programming experience to develop custom AI solutions.
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Python
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Last pushed
Feb 24, 2026
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