Model Context Protocol

MCP Studio

Generate Claude MCP Servers from Any REST API

Paste your API docs, OpenAPI spec, or cURL examples. MCP Studio uses AI to generate a production-ready Python MCP server, Dockerfile, and Claude Desktop config — ready to run in minutes.

Build Your MCP Server →
  • ✓ Any REST API
  • ✓ OpenAPI & Swagger support
  • ✓ Docker-ready output
  • ✓ Free to use

How it works

From API docs to a running Claude MCP server in three steps.

  1. 01

    Paste your API docs

    Dump anything — OpenAPI JSON, Swagger YAML, plain-text endpoint descriptions, or cURL examples. No formatting required.

  2. 02

    Review AI-generated tools

    Gemini reads your docs and proposes a structured list of MCP tools. Edit, add, or remove anything before generating.

  3. 03

    Download and install

    Get a complete Python MCP server, Dockerfile, catalog YAML, and step-by-step Claude Desktop setup — all pre-filled with your values.