---
title: "MetaClaw"
type: "tool"
slug: "aiming-lab-metaclaw"
canonical_url: "https://www.graphcanon.com/tools/aiming-lab-metaclaw"
github_url: "https://github.com/aiming-lab/MetaClaw"
homepage_url: "https://arxiv.org/abs/2603.17187"
stars: 3466
forks: 445
primary_language: "Python"
license: "MIT"
archived: false
categories: ["ai-agents", "llm-frameworks", "model-training"]
tags: ["meta-learning", "metaclaw", "fine-tuning", "lora", "llm", "continual-learning", "agent", "ai-agent"]
updated_at: "2026-07-11T11:37:41.552559+00:00"
---

# MetaClaw

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

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

## Facts

- Repository: https://github.com/aiming-lab/MetaClaw
- Homepage: https://arxiv.org/abs/2603.17187
- Stars: 3,466 · Forks: 445 · Open issues: 16 · Watchers: 24
- Primary language: Python
- License: MIT
- Last pushed: 2026-06-07T04:57:05+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Steady (computed 2026-07-11T11:37:39.962Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:37:40.548Z
- Full report: [trust report](/tools/aiming-lab-metaclaw/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/aiming-lab-metaclaw/trust)

## Categories

- [AI Agents](/categories/ai-agents.md)
- [LLM Frameworks](/categories/llm-frameworks.md)
- [Model Training](/categories/model-training.md)

## Tags

meta-learning, metaclaw, fine-tuning, lora, llm, continual-learning, agent, ai-agent

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [ollama](/tools/ollama-ollama.md) - Get up and running with various large language models using Ollama. (★ 175,936) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/aiming-lab-metaclaw`](/api/graphcanon/tools/aiming-lab-metaclaw)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_