Needle MCP Server

mcp-serverNo score yet

Needle MCP Server for easy RAG.Long-term memory for LLMs.

GitHub ↗

Stars

100

Δ stars 7d

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Δ stars 30d

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Forks

25

Contributors

5

npm DL / wk

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PyPI DL / wk

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Language

Python

Last push

2025-07-27

About Needle MCP Server

MCP (Model Context Protocol) server to manage documents and perform searches using Needle through Claude's Desktop Application. MCP (Model Context Protocol) standardizes the way LLMs connect to external data sources. You can use Needle MCP Server to easily enable semantic search tools in your AI applications, making data buried in PDFs, DOCX, XLSX, and other files instantly accessible by LLMs. Below is an example of how the commands can be used in Claude Desktop to interact with the server:

Read the full README on GitHub →

Newly tracked — a growth score appears after the first full scoring week. Signals are deliberately suppressed during cold start to avoid false positives.

Needle MCP Server alternatives

Projects in the same category, closest in size — picked by data, not opinion.

io.github.SimplyLiz/ckbStable102 ★
io.github.ryanbaumann/platform-aiStable102 ★
SureScaleAI/openai-gpt-image-mcpStable102 ★
stass/lldb-mcpStable105 ★

See all mcp-server projects ranked by growth →

Frequently asked questions

Is Needle MCP Server still maintained?
Activity is low: the last push was on 2025-07-27 (326 days before our latest snapshot).
What are the best Needle MCP Server alternatives?
Closest by category and size in our data: io.github.SimplyLiz/ckb, io.github.ryanbaumann/platform-ai, SureScaleAI/openai-gpt-image-mcp — full list with live signals above.

Topics

RAG (Retrieval-Augmented Generation)mcpmodelcontextprotocolsemantic-searchrag

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Tracked since 2026-06-17 · data as of 2026-06-18 · 2 open issues ·