Needle MCP Server is an implementation of the Model Context Protocol (MCP) designed to manage and search document collections. It integrates Claude AI and uses Retrieval Augmented Generation (RAG) to process natural language queries.
To use it, integrate the server with your documents. This allows you to manage and retrieve information using natural language. For setup, please refer to the installation guide in the project's GitHub repository.
Its key features include: Document Collection Management for creating and organizing sets of documents; File Integration via URLs to add files; Smart Search using semantic search to find relevant content; RAG Support for advanced AI-powered retrieval; and Intuitive Error Handling for clear user feedback.
Common use cases are managing large document repositories in legal or academic fields, enhancing research workflows by quickly finding information, and assisting content creators with document retrieval for writing projects.
Frequently asked questions: Its main function is managing and searching document collections using AI and natural language. Supported files can be added via URLs. Comprehensive setup documentation is available on GitHub.