Python MCP Documentation Search

Example Use Cases

• 1

  Retrieve up-to-date documentation from LangChain, LlamaIndex, or OpenAI.

• 2

  Perform web-based searches and extract relevant text content from documentation pages.

• 3

  That require an interactive MCP protocol server to query documentation programmatically.

Description

This MCP server allows users to perform web searches for documentation related to popular libraries such as LangChain, LlamaIndex, and OpenAI by leveraging the Serper API. It fetches and extracts relevant documentation content from web pages using HTTP requests and BeautifulSoup, providing an interactive interface through the MCP protocol. The server is easy to set up with Python 3.12+, requires a Serper API key, and supports real-time documentation queries.