MetaClaw
Continual meta-learning framework for LLM agents to adapt and evolve in real-world deployment.
Visit websitegithub.com/aiming-lab/MetaClaw
Overview
MetaClaw is an open-source framework enabling LLM agents to continuously adapt and evolve during live deployment without downtime. It achieves this by combining a base LLM policy with a library of reusable behavioral skills, transforming conversations into learning signals for real-world improvement.
What's New with MetaClaw
Latest news, updates, and media coverage
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Frequently asked questions about MetaClaw
Yes, MetaClaw offers a free plan. Continual meta-learning framework for LLM agents to adapt and evolve in real-world deployment.
MetaClaw is an open-source framework enabling LLM agents to continuously adapt and evolve during live deployment without downtime. It achieves this by combining a base LLM policy with a library of reu...
Key features of MetaClaw include: Skill-driven fast adaptation with immediate improvement, Opportunistic policy optimization during user-inactive periods, OpenAI-compatible proxy server for easy integration, Versioning mechanism to prevent stale reward contamination.
MetaClaw is primarily designed for businesses and professionals. Continual meta-learning framework for LLM agents to adapt and evolve in real-world deployment.
Popular alternatives to MetaClaw include Glean, Mistral AI, GitAgent by Lyzr. Compare their features on Decod.tech to find the best fit.
MetaClaw remains relevant in 2026. MetaClaw is an open-source framework enabling LLM agents to continuously adapt and evolve during live deployment without downtime. It achieves this by The pricing model is free. Check reviews and comparisons on Decod.tech to decide.
MetaClaw offers a free plan. You can start for free and upgrade as your needs grow. Visit the official pricing page for details.