Loading…
Production-ready RAG service to search and retrieve data from your documents.
Needle is an MCP server entry in ChatHome Skills, sourced from Docker MCP Registry and scored 96/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Needle to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
docker run -i --rm mcp/needle-mcpReview the upstream source before running this command.
{
"raw": "name: needle-mcp\nimage: mcp/needle-mcp\ntype: server\nmeta:\n category: search\n tags:\n - needle\n - search\n - productivity\n - rag\n - semantic-search\n - document-management\nabout:\n title: Needle\n description: Production-ready RAG service to search and retrieve data from your documents.\n icon: https://avatars.githubusercontent.com/u/194782563?s=200&v=4\nsource:\n project: https://github.com/needle-ai/needle-mcp\n commit: 96d82632e3c719ffa61dc8f0909a7cc0d185a161\nconfig:\n description: Configure the connection to Needle\n secrets:\n - name: needle-mcp.api_key\n env: NEEDLE_API_KEY\n example: your-needle-api-key-here\n",
"path": "servers/needle-mcp/server.yaml"
}