Melting Pot

DeepMind suite of multi-agent RL scenarios for evaluating cooperation, competition, and social behavior across games.

Connects to: dmlab2d, PettingZoo, TensorFlow · Python · Apache-2.0 846★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/google-deepmind/meltingpot
• This harness as JSON: /api/harnesses/meltingpot
• Agent setup: /setup.md
• Browse all 370+ harnesses on Loadbay