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MCP Link

automation-ai-labs/mcp-link
605
Summary

MCP Link automatically converts any OpenAPI V3 API specification into a fully functional MCP server, enabling seamless integration of existing RESTful APIs with AI agent frameworks without requiring code modifications to the original API. The server provides complete endpoint mapping, authentication header configuration, and path filtering capabilities to selectively expose API functionality while maintaining compliance with the MCP specification standard. It solves the gap in the AI agent ecosystem where manual MCP wrapper creation is time-consuming and error-prone by automating the conversion process and ensuring all API features are correctly represented.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
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Get 4K emails/month free →
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Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
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AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Capacitor makes coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Email for Agents: Free tier availableEmail for Agents: Free tier available
Email for Agents: Free tier available
Give your AI agent a complete email layer—sending, inbound inboxes, and sandbox testing.
Get 4K emails/month free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Capacitor makes coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →

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
Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Email for Agents: Free tier availableEmail for Agents: Free tier available
Email for Agents: Free tier available
Give your AI agent a complete email layer—sending, inbound inboxes, and sandbox testing.
Get 4K emails/month free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Capacitor makes coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
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Automation & Workflows
UpdatedDec 15, 2025
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