Needle

Needle

Production-ready RAG service to search and retrieve data from your documents.

1.2K

7 Tools

Packaged by
Requires Secrets
Add to Docker Desktop

Version 4.43 or later needs to be installed to add the server automatically

Tools

NameDescription
needle_add_fileAdd a new document to a Needle collection by providing a URL for download. Supports multiple file formats including: - PDF documents - Microsoft Word files (DOC, DOCX) - Plain text files (TXT) - Web pages (HTML) The document will be: 1. Downloaded from the provided URL 2. Processed for text extraction 3. Indexed for semantic search Use this tool when you need to: - Add new documents to a collection - Make documents searchable - Expand your knowledge base Important: Documents require processing time before they're searchable. Check processing status using needle_list_files before searching new content.

Manual installation

You can install the MCP server using:

Installation for

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