needle-ai/needle-mcp
Needle MCP Server for easy RAG.Long-term memory for LLMs.
This tool helps you organize and search through all your documents (like PDFs, Word docs, or Excel sheets) using natural language queries directly within Claude's desktop application. You feed it your documents, and it allows Claude to find specific information within them, acting like a long-term memory for the AI. It's designed for anyone who needs to quickly extract details from a large collection of files using conversational AI.
No commits in the last 6 months.
Use this if you want to ask Claude questions about the content of your personal or work documents and get precise answers, without manually sifting through files.
Not ideal if you don't use Claude's desktop application or primarily deal with unstructured web content rather than your own document collections.
Stars
97
Forks
27
Language
Python
License
MIT
Category
Last pushed
Jul 27, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/needle-ai/needle-mcp"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
54yyyu/zotero-mcp
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the...
mikhashev/law7
Law7 MCP Server and Core Engine -- Open up-to-date legal database for AI assistants
disco-trooper/apple-notes-mcp
MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.
BingoWon/apple-rag-mcp
MCP server providing AI agents with instant access to Apple developer documentation via RAG technology
Kirachon/context-engine
Local-native Context Engine MCP server for codebase indexing, semantic retrieval, planning, and...