Turn any API into an MCP Server
Describe what you want in plain English, upload an OpenAPI spec, crawl any API docs page, or compose multiple APIs into one. Get a production-ready MCP server in TypeScript or Python — in seconds.
How It Works
Describe, Upload, or Crawl
Describe what you want in English, paste an OpenAPI spec, or point at any API docs page. AI extracts the endpoints for you.
Preview & Customize
See every MCP tool that will be generated. Toggle endpoints on/off. Edit descriptions. Choose TypeScript or Python.
Download & Run
Download a complete, production-ready MCP server. Includes package.json, Dockerfile, README, and Claude Desktop config.
Why MCPForge?
Plain English Input
Describe what you want and AI generates the spec. No OpenAPI knowledge needed.
Docs Crawler
Point at any API documentation page. AI extracts endpoints, parameters, and auth — no manual spec writing.
Multi-API Composition
Combine multiple APIs into one MCP server. Weather + Calendar + GitHub → one unified tool set.
Instant Generation
From spec to runnable MCP server in under 3 seconds.
Auth Handling
Automatically maps API key, Bearer token, and OAuth2 to environment variables.
Complete Package
package.json, tsconfig, Dockerfile, .env.example, README — everything you need.
Version Management
API updated? Diff old vs. new spec, see what changed, and download an updated server with migration guide.
TypeScript + Python
Choose your target. Both use official MCP SDKs and follow best practices.
Smart Tool Naming
Generates clear, descriptive tool names from operationIds or path patterns.
Community Registry
Discover, star, and fork community MCP servers. Publish your own to help others.
CLI Tool
Generate servers from your terminal. mcpforge generate, describe, or search — no browser needed.
Open Source
MIT licensed. Fork it, self-host it, extend it. No vendor lock-in.
Community Registry
Browse community-built MCP servers. Star your favorites, fork and customize, or deploy with one click.
Discover
Browse hundreds of community MCP servers across 12 categories. Find the perfect tool for your AI agent.
Fork & Customize
Found something close? Fork it, tweak the spec, and generate your own version in seconds.
Publish & Share
Built something useful? Publish to the registry. Earn stars and help the community grow.
CLI for Power Users
Generate MCP servers directly from your terminal. Pipe in specs, describe what you want, or search the registry — all without leaving the command line.
mcpforge generate openapi.yaml
mcpforge describe "weather API with forecasts"
mcpforge search "github"
Built for Every Workflow
Whether you're building AI agents, automating workflows, or creating custom integrations — MCPForge gets you there faster.
AI Agent Builders
Give Claude, GPT, or any MCP-compatible agent access to real-world APIs. Generate servers for Stripe, GitHub, Slack — any API your agent needs.
API Integrators
Compose multiple APIs into one MCP server. Weather + Calendar + Email in a single tool. No more juggling SDKs.
Internal Tools
Point at your company's internal API docs. MCPForge crawls them, generates the server, and your team gets AI-powered access in minutes.
Ready to forge your MCP server?
No sign-up required. Paste your spec, get your server.