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.

There is a notable gap in the current AI Agent ecosystem:
MCP Link solves these issues through automation and standardization, allowing any API to easily join the AI-driven application ecosystem.
Try our hosted version at mcp-link.vercel.app to quickly convert and test your APIs without 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
# Specify port
go run main.go serve --port 8080 --host 0.0.0.0
s= - URL of the OpenAPI specification fileu= - Base URL of the target APIh= - Authentication header format, in the format of header-name:value-prefixf= - 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}+/**:GET;-/internal/*** matches any single path segment, ** matches zero or more segments| _ | API | MCP Link URL | Authentication Method |
|---|---|---|---|
| Brave Search | https://mcp-link.vercel.app/links/brave | API Key | |
| DuckDuckGo | https://mcp-link.vercel.app/links/duckduckgo | None | |
| Figma | https://mcp-link.vercel.app/links/figma | API Token | |
| GitHub | https://mcp-link.vercel.app/links/github | Bearer Token | |
| Home Assistant | https://mcp-link.vercel.app/links/homeassistant | Bearer Token | |
| Notion | https://mcp-link.vercel.app/links/notion | Bearer Token | |
| Slack | https://mcp-link.vercel.app/links/slack | Bearer Token | |
| Stripe | https://mcp-link.vercel.app/links/stripe | Bearer Token | |
| TMDB | https://mcp-link.vercel.app/links/tmdb | Bearer Token | |
| YouTube | https://mcp-link.vercel.app/links/youtube | Bearer Token |
{
"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.
makafeli/n8n-workflow-builder
danishashko/make-mcp
lukisch/n8n-manager-mcp
io.github.us-all/airflow
io.github.infoinlet-marketplace/mcp-workflow