Features Built for AI-Ready APIs
From raw OpenAPI documentation to a production MCP server, MCP Studio handles parsing, validation, generation, and delivery in one workflow.
Core Capabilities
Purpose-built tooling for every stage of the spec-to-server pipeline
OpenAPI 3.x & Swagger 2.0
Import any JSON specification. The parser walks every path, method, parameter, request body, and response without manual mapping.
Deep Schema Extraction
Parameters, request bodies, and response schemas are normalized and indexed into a queryable structure for instant inspection.
Multi-Language Generation
Emit idiomatic MCP servers in TypeScript, Python, Java, or PHP from a single specification and target API base URL.
MCP Protocol Compliant
Tools and transports follow the Model Context Protocol so generated servers plug straight into any MCP-compatible client.
Ready-to-Run Bundles
Download a fully configured server bundle with dependencies, entry points, and config snippets ready to execute.
Claude & Cursor Ready
Generated configs drop directly into Claude Desktop and Cursor IDE, so agents discover your API tools immediately.
Spec Library
Keep uploaded specifications organized by UUID. Browse, revisit, and regenerate from any stored API definition.
Generated Server Catalog
Track every server you produce, compare targets, and re-download builds without re-importing the original spec.
Safe by Design
Secrets and base URLs are injected through environment configuration instead of being hard-coded into generated output.
Supported Runtimes
Generate servers in the language your team already ships.
Ready to generate your first MCP server?
Upload an OpenAPI specification and get a runnable server bundle in seconds.