automation-ai-labs/mcp-link

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🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

Quick Install

One-Click IDE Configuration
claude_desktop_config.json
{
  "mcpServers": {
    "automation-ai-labs-mcp-link": {
      "command": "npx",
      "args": [
        "-y",
        "automation-ai-labs-mcp-link"
      ]
    }
  }
}
Or

Using an AI coding agent (Claude Code, Cursor, etc.)? Copy a ready-made prompt that tells it to fetch the setup instructions and install this server for you.

Documentation Overview

MCP Link - Convert Any OpenAPI V3 API to MCP Server

Join our Discord

🧩 Architecture

MCP Link

🤔 Why MCP Link?

There is a notable gap in the current AI Agent ecosystem:

  • Most MCP Servers are simple wrappers around Web APIs
  • Functionality interfaces may not be complete, depending on developer implementation
  • Manual creation of MCP interfaces is time-consuming and error-prone
  • Lack of standardized conversion processes

MCP Link solves these issues through automation and standardization, allowing any API to easily join the AI-driven application ecosystem.

🌟 Key Features

  • Automatic Conversion: Generate complete MCP Servers based on OpenAPI Schema
  • Seamless Integration: Make existing RESTful APIs immediately compatible with AI Agent calling standards
  • Complete Functionality: Ensure all API endpoints and features are correctly mapped
  • Zero Code Modification: Obtain MCP compatibility without modifying the original API implementation
  • Open Standard: Follow the MCP specification to ensure compatibility with various AI Agent frameworks

🌐 Online Version

Try our hosted version at mcp-link.vercel.app to quickly convert and test your APIs without installation.

🚀 Quick Start

Installation

# Clone repository
git clone https://github.com/automation-ai-labs/mcp-link.git
cd mcp-openapi-to-mcp-adapter

# Install dependencies
go mod download

Running

# Specify port
go run main.go serve --port 8080 --host 0.0.0.0

Parameter Description

  • s= - URL of the OpenAPI specification file
  • u= - Base URL of the target API
  • h= - Authentication header format, in the format of header-name:value-prefix
  • f= - Path filter expressions to include or exclude API endpoints. Syntax:
    • +/path/** - Include all endpoints under /path/
    • -/path/** - Exclude all endpoints under /path/
    • +/users/*:GET - Include only GET endpoints for /users/{id}
    • Multiple filters can be separated by semicolons: +/**:GET;-/internal/**
    • Wildcards: * matches any single path segment, ** matches zero or more segments

Examples

_APIMCP Link URLAuthentication Method
BraveBrave Searchhttps://mcp-link.vercel.app/links/braveAPI Key
DuckDuckGoDuckDuckGohttps://mcp-link.vercel.app/links/duckduckgoNone
FigmaFigmahttps://mcp-link.vercel.app/links/figmaAPI Token
GitHubGitHubhttps://mcp-link.vercel.app/links/githubBearer Token
Home AssistantHome Assistanthttps://mcp-link.vercel.app/links/homeassistantBearer Token
NotionNotionhttps://mcp-link.vercel.app/links/notionBearer Token
SlackSlackhttps://mcp-link.vercel.app/links/slackBearer Token
StripeStripehttps://mcp-link.vercel.app/links/stripeBearer Token
TMDBTMDBhttps://mcp-link.vercel.app/links/tmdbBearer Token
YouTubeYouTubehttps://mcp-link.vercel.app/links/youtubeBearer Token

Usage in AI Agents

{
  "mcpServers": {
    "@service-name": {
      "url": "http://localhost:8080/sse?s=[OpenAPI-Spec-URL]&u=[API-Base-URL]&h=[Auth-Header]:[Value-Prefix]"
    }
  }
}

These URLs allow any API with an OpenAPI specification to be immediately converted into an MCP-compatible interface accessible to AI Agents.

📋 Future Development

  • MCP Protocol OAuthflow: Implement OAuth authentication flow support for MCP Protocol
  • Resources Support: Add capability to handle resource-based API interactions
  • MIME Types: Enhance support for various MIME types in API requests and responses

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Last checked: 7/28/2026, 4:51:11 PM

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