MetaClaw

by aiming-lab · Agent Tool · ★ 2.9k

About MetaClaw

Just talk to your agent — it learns and EVOLVES. Inspired by how the brain learns. Meta-learn and evolve your 🦞 from every conversation in the wild. No GPU required. Works with Kimi, Qwen, Claude, MiniMax, and more. Kimi Qwen Claude MiniMax <a href="https://openai

agentai-agentcontinual-learningfine-tuningllmlorameta-learningmetaclawonline-learningopenclaw

Quick Facts

Stars2,878
Forks290
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score48.55/100
Open Issues9
Last Updated2026-03-28
Created2026-03-09
Platformspython
Est. Tokens~5095k

Compatible Skills

These tools work well together with MetaClaw for enhanced workflows:

  • ReCall — semantic(0.46)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • distrl-open — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • LLM-Finetuning-Toolkit — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • ToolBrain — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • CodeGym — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is MetaClaw?

MetaClaw is 🦞 Just talk to your agent — it learns and EVOLVES 🧬.. It is categorized as a Agent Tool with 2.9k GitHub stars.

What programming language is MetaClaw written in?

MetaClaw is primarily written in Python. It covers topics such as agent, ai-agent, continual-learning.

How do I install or use MetaClaw?

You can find installation instructions and usage details in the MetaClaw GitHub repository at github.com/aiming-lab/MetaClaw. The project has 2.9k stars and 290 forks, indicating an active community.

What license does MetaClaw use?

MetaClaw is released under the MIT license, making it free to use and modify according to the license terms.

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