Autonomous AI that converts your REST APIs into production-ready AI-consumable integration servers — using MCP and other standards — with auditable methodology
Live in beta. Free to explore.
Building MCP servers requires careful endpoint mapping, authentication handling, and type-safe code generation
Developers manually read OpenAPI specs and write boilerplate code for each endpoint
Translating API authentication patterns to MCP requires deep protocol knowledge
Converting REST parameters and responses to typed MCP tool inputs is repetitive and bug-prone
The Migration Agent handles endpoint discovery, mapping, authentication translation, and production-ready code generation—automatically
Automatically parses OpenAPI specs to extract all REST endpoints, parameters, authentication methods, and response schemas.
Intelligently maps REST endpoints to MCP tools with auto-suggested names, descriptions, and organized tool hierarchies.
Generates production-ready Python/FastAPI integration code with built-in auth, logging, and Docker packaging.
Analyzes and translates authentication patterns (API keys, OAuth, Bearer tokens) for secure MCP integration.
Automatically transforms REST API parameters into MCP tool inputs with validation and type conversion.
Creates comprehensive inline documentation, CLI instructions, and deployment guides for your MCP server.
Provide your REST API's OpenAPI/Swagger specification URL or JSON file
The Migration Agent discovers all endpoints, methods, parameters, and authentication
Endpoints are intelligently grouped and mapped to MCP tool names with suggested descriptions
Production-ready Python/FastAPI integration code is generated with auth, logging, and Docker packaging
Review mappings, adjust tool names/descriptions if needed, then download and deploy your MCP server
The MigrateForce CLI makes conversion concrete and reviewable
$ npx @migrateforce/cli convert --spec https://api.example.com/openapi.json ✓ Discovered 24 REST endpoints ✓ Mapped to 18 MCP tools (6 excluded: health checks, admin) ✓ Generated integration server: ./mcp-server/app/main.py ✓ Ready to deploy
Every REST endpoint in your OpenAPI spec is automatically identified, categorized, and prepared for MCP mapping
Production-grade Python/FastAPI output with Docker packaging, validation, and logging built in
Your REST API's authentication scheme (API keys, OAuth, Bearer tokens) is analyzed and seamlessly integrated into the MCP server
Generated code includes logging, error handling, environment configuration, and is compatible with MCP clients immediately
Deployment guides, CLI instructions, tool descriptions, and integration examples are generated alongside the server code
OpenAPI specs and API credentials are never stored on our systems. Processing happens in your environment.
Generated code is clean, well-commented, and follows industry best practices for security and maintainability.
Deploy your MCP server where you want: your own cloud, on-premise, or with MCP platform providers.
The Migration Agent processes your OpenAPI specs and generates code, then keeps nothing. No logs, no copies, no callbacks.
Tell us what you need to convert and we'll scope the right migration path with you
Migration is Agent 04. See how Consulting, Assessment, and Value Creation feed the work queue upstream.
Score readiness first so the migration work follows a quantified plan instead of a guess.
See how discovery, scoring, planning, and execution connect across the full engagement.