Ref

Ref

Ref

Category
Visit Server

README

Documentation for your agent

Ref MCP

A ModelContextProtocol server that gives your AI coding tool or agent access to documentation for APIs, services, libraries etc. It's your one-stop-shop to keep your agent up-to-date on documentation in a fast and token-efficient way.

For more see info ref.tools

Setup

There are two options for setting up Ref as an MCP server, either via the streamable-http server (experimental) or local stdio server.

This repo contains the legacy stdio server.

stdio

"Ref": {
  "command": "npx",
  "args": ["ref-tools-mcp"],
  "env": {
    "REF_API_KEY": <sign up to get an api key>
  }
}

Streamable HTTP (experimental)

"Ref": {
    "command": "npx",
    "args": [
      "-y",
      "mcp-remote@0.1.0-0",
      "https://api.ref.tools/mcp"
      "--header",
      "x-ref-api-key:<sign up to get an api key>"
    ]
  }
}

As of April 2025, MCP supports streamable HTTP servers. Ref implements this but not all clients support it yet so the most reliable approach is to use mcp-remote as a local proxy. If you know your client supports streamable HTTP servers, feel free to use https://api.ref.tools/mcp directly.

Note for former alpha users: REF_ALPHA config is still supported. You'll be notified if you need to update.

Tools

Ref MCP server provides all the documentation related tools for your agent needs.

ref_search_documentation

A powerful search tool to check technical documentation. Use this tool whenever you need information about any technical platform, framework, API, service, database, or library. It searches through relevant documentation and finds exactly what you need, down to the specific section of the page.

ref_read_url

A tool to read the full content of a web page. This allows your agent to follow links in documentation and web searches.

ref_search_web (optional)

A fallback web search tool to cover cases when ref_search_documentation doesn't find what you need. It will find links to relevant pages on the web and the ref_read_url tool can be used to read the relevant ones.

We include this tool so that Ref can cover all your search needs in one MCP server but if you prefer another search provider you can disable ref_search_web by setting the DISABLE_SEARCH_WEB environment variable to true or by setting the disable_search_web=false url param in the streamable-http server.

Development

npm install
npm run dev

Running with Inspector

For development and debugging purposes, you can use the MCP Inspector tool. The Inspector provides a visual interface for testing and monitoring MCP server interactions.

Visit the Inspector documentation for detailed setup instructions.

To test locally with Inspector:

npm run inspect

Or run both the watcher and inspector:

npm run dev

Local Development

  1. Clone the repository
  2. Install dependencies:
npm install
  1. Build the project:
npm run build
  1. For development with auto-rebuilding:
npm run watch

License

MIT

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured