Comparison
MetaClaw vs agentos
Verdict
Pick MetaClaw if metaClaw enables AI agents to evolve through continuous learning and interaction; pick agentos if agentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript.
Markdown twin · MetaClaw alternatives · agentos alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | MetaClaw | agentos |
|---|---|---|
| Maintenance | Steady (77d since push) As of 1d · github_public_v1 | Active (15d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- MetaClaw
- Simply converse with your agent, it learns and evolves
- agentos
- TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration
Stars
- MetaClaw
- 3.5k
- agentos
- 617
Forks
- MetaClaw
- 454
- agentos
- 92
Open issues
- MetaClaw
- 17
- agentos
- 10
Language
- MetaClaw
- Python
- agentos
- TypeScript
Adopt for
- MetaClaw
- MetaClaw enables AI agents to evolve through continuous learning and interaction.
- agentos
- AgentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript.
Persona
- MetaClaw
- -
- agentos
- -
Runtime
- MetaClaw
- -
- agentos
- -
License
- MetaClaw
- MIT
- agentos
- Apache-2.0
Last pushed
- MetaClaw
- Jun 7, 2026
- agentos
- Aug 7, 2026
Categories
- MetaClaw
- AI Agents, Model Training
- agentos
- AI Agents
Trust and health
Maintenance
- MetaClaw
- Steady (60%)
- agentos
- Active (82%)
Days since push
- MetaClaw
- 77d
- agentos
- 15d
Open issues (now)
- MetaClaw
- 17
- agentos
- 10
Stars delta
- MetaClaw
- +21 (30d)
- agentos
- +16 (30d)
Open issues delta
- MetaClaw
- 0 (30d)
- agentos
- +1 (30d)
Full report
- MetaClaw
- Trust report
- agentos
- Trust report
Shared compatibility
- Node.js · MetaClaw: Node.js runtime · agentos: Node.js runtime
Choose MetaClaw if…
- MetaClaw is primarily Python; agentos is TypeScript.
- License: MetaClaw is MIT, agentos is Apache-2.0.
- Tags unique to MetaClaw: agent, ai-agent, continual-learning, fine-tuning.
- Also covers Model Training.
- Need an agent that evolves and fine-tunes over time with user interactions.
When NOT to use MetaClaw
- Avoid if you need static models without evolving capabilities based on new data.
- Not suitable for scenarios requiring immediate model stability post-training, as continuous updates can vary results.
Choose agentos if…
- agentos is primarily TypeScript; MetaClaw is Python.
- License: agentos is Apache-2.0, MetaClaw is MIT.
- Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent.
- Need for cognitive memory and real-time tool generation in AI agents
When NOT to use agentos
- Preferring frameworks without multi-agent orchestration support
- Prioritizing environments with less than eleven LLM provider options
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (aiming-lab/MetaClaw) · observed Aug 23, 2026
- GitHub forks (aiming-lab/MetaClaw) · observed Aug 23, 2026
- Last push (aiming-lab/MetaClaw) · observed Jun 7, 2026
- License file (MIT) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (framerslab/agentos) · observed Aug 23, 2026
- GitHub forks (framerslab/agentos) · observed Aug 23, 2026
- Last push (framerslab/agentos) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: MetaClaw 3.5k · agentos 617 (synced Aug 23, 2026).
Common questions
- What is the difference between MetaClaw and agentos?
- MetaClaw: Simply converse with your agent, it learns and evolves. agentos: TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration. See the comparison table for live GitHub stats and shared categories.
- When should I choose MetaClaw over agentos?
- Choose MetaClaw over agentos when MetaClaw is primarily Python; agentos is TypeScript; License: MetaClaw is MIT, agentos is Apache-2.0; Tags unique to MetaClaw: agent, ai-agent, continual-learning, fine-tuning; Also covers Model Training; Need an agent that evolves and fine-tunes over time with user interactions.
- When should I choose agentos over MetaClaw?
- Choose agentos over MetaClaw when agentos is primarily TypeScript; MetaClaw is Python; License: agentos is Apache-2.0, MetaClaw is MIT; Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent; Need for cognitive memory and real-time tool generation in AI agents.
- When should I avoid MetaClaw?
- Avoid if you need static models without evolving capabilities based on new data. Not suitable for scenarios requiring immediate model stability post-training, as continuous updates can vary results.
- When should I avoid agentos?
- Preferring frameworks without multi-agent orchestration support Prioritizing environments with less than eleven LLM provider options
- Is MetaClaw or agentos more popular on GitHub?
- MetaClaw has more GitHub stars (3,493 vs 617). Stars measure visibility, not whether either tool fits your constraints.
- Are MetaClaw and agentos open source?
- Yes - both are open-source projects on GitHub (MetaClaw: MIT, agentos: Apache-2.0).
- Where can I find alternatives to MetaClaw or agentos?
- GraphCanon lists graph-backed alternatives at MetaClaw alternatives and agentos alternatives (MetaClaw markdown twin, agentos markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, MetaClaw or agentos?
- MetaClaw: Steady. agentos: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for MetaClaw and agentos?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaClaw trust report; agentos trust report.