MCP server directory

Needle

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

This MCP server allows agents to organize, store, and search documents using Needle and Claude's LLM, enabling semantic search for data in various file formats.

Version:: latest
Publisher:: needle-ai
Company:: Needle (first-party)
Docs:: raw.githubusercontent.com/needle-ai/needle-mcp/HEAD/README.md; Summary written by google/gemini-2.5-flash-lite from the server’s own site and README; facts above come from the registries.

Install

Generated from the server’s transport data — never hand-written. Placeholders in angle brackets are yours to fill.

Run it with its own identity, a budget you set, and every call audited — no local config to keep in sync.

This server needs credentials — you will be asked for them after it is added.

Add to a connect0 project

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What it can do

As declared by the publisher

Tools · 7

needle_add_file
needle_create_collection
needle_get_collection_details
needle_get_collection_stats
needle_list_collections
needle_list_files
needle_search