F
licenseNot graded
qualityB
maintenanceEnables AI agents to process files locally — OCR images, extract text from PDFs and DOCX, and describe images using local vision models, all without sending data to external services.
Needle MCP Server
by yugaaank
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Needle MCP ServerExtract the key details from this email into JSON"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Needle MCP Server
Production-ready MCP server for local structured extraction, classification, and summarization.
Needle MCP lets software work with structured data on your machine. It uses the Cactus Needle model, so you keep data local and get faster responses.
Features
Extract JSON-structured data from any text without writing a prompt.
Automatically drops unnecessary context to stay inside the model context window.
Chunk and search large documents locally before sending them to a large language model.
A JSON repair step guarantees parsable results.
SQLite cache returns identical requests instantly.
Related MCP server: document-intelligence-mcp
Installation
uv tool install git+https://github.com/yugaaank/needle-mcpUsage
Claude Code
claude mcp add needle -- needleCursor
cursor mcp add needle -- needleClaude Desktop
claude mcp add needle -- /path/to/needleCLI
needleLicense
MIT – see the LICENSE file for details.
This server cannot be installed
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceLocal document intelligence for AI agents — extract text, detect tables, read metadata, analyze structure, search keywords, and detect language from PDF and DOCX files. No cloud API required, no API key needed.MIT
- FlicenseAqualityDmaintenanceEnables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.4
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to maintain persistent, local memory with retrieval-augmented search, knowledge graphs, and context surfacing, without any cloud dependencies.1,279MIT
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