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Python MCP Server - Documentation Search

@sawantudayan

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup.
Overview

What is the Python MCP Server?

The Python MCP Server is a Minimal Command Protocol server that enables users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. It fetches search results and extracts relevant documentation from the web using HTTP requests and BeautifulSoup.

How to use the Python MCP Server?

To use the server, clone the repository, install the required dependencies, set up your Serper API key in a .env file, and run the server using the command uv run main.py. You can then query documentation interactively through the MCP protocol.

Key features of the Python MCP Server?

  • Supports searching documentation for LangChain, LlamaIndex, and OpenAI.
  • Utilizes the Serper API for web searches.
  • Extracts and returns text from relevant documentation pages.
  • Interactive usage through the MCP protocol.

Use cases of the Python MCP Server?

  1. Quickly finding documentation for specific libraries.
  2. Assisting developers in retrieving the latest updates from library documentation.
  3. Enhancing productivity by providing easy access to documentation.

FAQ from the Python MCP Server?

  • What libraries does the server support?

The server supports LangChain, LlamaIndex, and OpenAI documentation.

  • Do I need an API key to use the server?

Yes, you need a Serper API key to perform web searches.

  • How do I run the server?

After setting up the environment, run the server with the command uv run main.py.

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