Gym MCP Server

Example Use Cases

• 1

  Interact programmatically with Gymnasium environments via standardized MCP tools.

• 2

  Integrate Gym environments into AI frameworks like OpenAI Agents SDK or LangChain.

• 3

  Both REST and MCP protocol access to Gym environment operations.

Description

Gym MCP Server converts Gymnasium environments into MCP servers, exposing Gym API operations like reset, step, and render as MCP tools accessible via JSON interfaces. It supports both MCP over HTTP and REST endpoints with automatic serialization, error handling, and type safety. Designed for seamless integration with AI agents and frameworks such as OpenAI Agents SDK and LangChain, it simplifies interaction with Gym environments programmatically or via HTTP.