needle-mcp

by needle-ai · Memory & Knowledge · ★ 104

needle-mcp is an MCP server by needle-ai. Needle MCP Server for easy RAG.Long-term memory for LLMs. It has 104 GitHub stars and ranks #338 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: needle-ai
GitHub stars: 104
This week: Tracking since 18 Oct 2026
Language: Python
License: MIT (open source)
Last update: 2025-07-27 (15 months ago)
Links: Source Website

ai
mcp
modelcontextprotocol
rag
semantic-search

How to install needle-mcp

Install steps differ per project, so follow the README in the needle-mcp repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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MCP servers for RAG515

Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.

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Frequently asked questions

What is needle-mcp?

needle-mcp is an MCP server by needle-ai in the Memory & Knowledge category. Needle MCP Server for easy RAG.Long-term memory for LLMs. It has 104 GitHub stars and ranks #338 of 1287 in Memory & Knowledge by stars. It is written in Python. It is licensed under MIT. It was last updated 15 months ago.

Is needle-mcp free and open source?

Yes. needle-mcp is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to needle-mcp?

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