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MetaClaw

Open source

MetaClaw is an open-source AI agent that meta-learns and evolves from live conversations, no GPU required.

3.5kMIT

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

Pros

  • +Continuous learning from real conversations
  • +No GPU required, works with any OpenAI-compatible API
  • +One-click deployment and easy setup
  • +Supports multiple agent frameworks

Cons

  • −Requires integration with existing agent frameworks
  • −RL training may require additional setup
  • −Newer project with evolving features

Target audience: Developers building personal AI agents who want continuous improvement without heavy infrastructure.

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