Ref Tools MCP
R

Ref Tools MCP

Ref MCP is a Model Context Protocol server that provides AI programming tools or agents with access to documentation for APIs, services, libraries, etc. It is a one-stop solution to keep agents updated on documentation in a fast and token-efficient manner.
2.5 points
9.5K

What is the Ref MCP Server?

The Ref MCP server is a Model Context Protocol (MCP) service that provides AI coding tools or agents with access to technical documentation for APIs, services, libraries, etc. It enables your AI agents to quickly and efficiently obtain the latest documentation information.

How to use the Ref MCP Server?

By configuring your AI tool or agent to connect to the Ref MCP server, it can access technical documentation globally. You can choose to use either a local stdio server or a streaming HTTP server.

Applicable Scenarios

Suitable for AI coding tools and agents that need real-time access to technical documentation, helping them better understand and use various programming languages, frameworks, APIs, and services.

Main Features

Document Search
A powerful search function that can find documentation for any technical platform, framework, API, service, database, or library.
Web Page Reading
Allows agents to access and read web page content to find links in the documentation and obtain more relevant information.
Web Search
As a backup search tool, it can perform a web search when the document search fails to find the required information.
Advantages
Provides the latest technical documentation information
Supports multiple AI tools and agents
Improves the accuracy and efficiency of AI agents
Limitations
Depends on an internet connection
Some functions may require an API key
Some clients may not support the streaming HTTP server

How to Use

Install the Ref MCP Server
Install the Ref MCP server via npm and ensure that you have a Node.js environment installed.
Configure the Server
Choose to use either the stdio server or the streaming HTTP server according to your needs and set the necessary environment variables.
Connect to an AI Tool
Configure the connection information of the Ref MCP server in your AI tool or agent to enable the document access function.

Usage Examples

Query API Documentation
When your AI agent needs to understand the functionality of an API, it can search for relevant documentation through the Ref MCP server.
Read Web Page Content
When an AI agent needs to further understand a link in a document, it can use the Ref MCP server to read the web page content.

Frequently Asked Questions

Do I need an API key?
How to choose the server type?
Does the Ref MCP server support Chinese?

Related Resources

Ref MCP Official Documentation
The official website of the Ref MCP server, providing detailed documentation and usage guides.
Model Context Protocol Official Website
The official website of the Model Context Protocol, introducing the MCP protocol and its applications.
GitHub Repository
The GitHub code repository for the Ref MCP server. You can view the source code and submit issues here.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
6.3K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
4.8K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
5.2K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
5.4K
4 points
P
Paperbanana
Python
7.8K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
6.5K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.7K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
6.5K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
21.6K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
35.8K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
26.0K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
73.2K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
32.6K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
64.2K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
22.1K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
49.7K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase