gym-mcp-server

Expose any Gymnasium environment as an MCP (Model Context Protocol) server, automatically converting the Gym API (`reset`, `step`, `render`) into MCP tools that any agent can call via standard JSON interfaces.

Evaluated Mar 18, 2026 (0d ago)

Homepage ↗ Repo ↗ Authentication

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Interface

REST API

Yes

GraphQL

gRPC

MCP Server

Yes

SDK

Yes

Webhooks

Authentication

OAuth: No Scopes: No

Pricing

Model: free

Free tier: Yes

Requires CC: No

Agent Metadata

Idempotent

Unknown

Retry Guidance

Not documented

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Scores are editorial opinions as of 2026-03-18.