Python MCP Server - Documentation Search
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?
- Quickly finding documentation for specific libraries.
- Assisting developers in retrieving the latest updates from library documentation.
- 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.
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Serper MCP ServerA Serper MCP Server
Tavily Mcp
WindsurfThe new purpose-built IDE to harness magic
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
Howtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题；
Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
ChatWiseThe second fastest AI chatbot™
Context7Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
Baidu Map百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。
Playwright McpPlaywright MCP server
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
TimeA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
DeepChatYour AI Partner on Desktop
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
CursorThe AI Code Editor
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
Amap Maps高德地图官方 MCP Server