Production-ready RAG out of the box to search and retrieve data from your own documents.
Needle mcp server lets Claude, Cursor and other MCP clients work with Needle directly. Production-ready RAG out of the box to search and retrieve data from your own documents.
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.
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{
"mcpServers": {
"needle": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.needle.app/mcp",
"--header",
"Authorization:Bearer ${NEEDLE_API_KEY}"
],
"env": {
"NEEDLE_API_KEY": "<your-needle-api-key>"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| NEEDLE_API_KEY | Credential the server authenticates with. | Yes |
| NEEDLE_AUTH_HEADER | Configuration value read at startup. | Optional |
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
The original Chromium automation reference server — simple, screenshot-driven browser control.
Puppeteer-powered browser control that drives pages from the accessibility tree instead of pixels.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.