# Gym MCP Server

> Use this tool when you need to integrate Gymnasium environments with MCP-compatible agents, converting Gym APIs into standardized JSON interfaces for seamless interaction. It solves the problem of compatibility between Gym environments and MCP agents, enabling effortless communication and control. The Gym MCP Server takes Gym environments as input and outputs MCP tools with JSON interfaces, ideal for use cases requiring unified agent-environment interactions.

Canonical page: https://skillsregistry.net/skills/agentring-gym-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/agentring-gym-mcp-server

## Description

Expose any Gymnasium environment as an MCP server, automatically converting the Gym API into MCP tools that any agent can call via standard JSON interfaces.

## Trust

- **Trust score (0–1):** 0.75
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/a3zg76938i)
- **Repository:** <https://github.com/AgentRing/gym-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "agentring-gym-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/agentring-gym-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/agentring-gym-mcp-server/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt