Comparison
MetaClaw vs AgentGPT
Verdict
Pick MetaClaw if metaClaw enables AI agents to evolve through continuous learning and interaction; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects.
Markdown twin · MetaClaw alternatives · AgentGPT alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | MetaClaw | AgentGPT |
|---|---|---|
| Maintenance | Steady (77d since push) As of today · github_public_v1 | Archived (466d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 2w · 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
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- MetaClaw
- 3.5k
- AgentGPT
- 36k
Forks
- MetaClaw
- 454
- AgentGPT
- 9.3k
Open issues
- MetaClaw
- 17
- AgentGPT
- 219
Language
- MetaClaw
- Python
- AgentGPT
- TypeScript
Adopt for
- MetaClaw
- MetaClaw enables AI agents to evolve through continuous learning and interaction.
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- MetaClaw
- -
- AgentGPT
- -
Runtime
- MetaClaw
- -
- AgentGPT
- -
License
- MetaClaw
- MIT
- AgentGPT
- GPL-3.0
Last pushed
- MetaClaw
- Jun 7, 2026
- AgentGPT
- Apr 29, 2025
Categories
- MetaClaw
- AI Agents, Model Training
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- MetaClaw
- Steady (60%)
- AgentGPT
- Archived (8%)
Days since push
- MetaClaw
- 77d
- AgentGPT
- 466d
Archived on GitHub
- MetaClaw
- No
- AgentGPT
- Yes
Open issues (now)
- MetaClaw
- 17
- AgentGPT
- 219
Stars delta
- MetaClaw
- +21 (30d)
- AgentGPT
- Unknown
Open issues delta
- MetaClaw
- 0 (30d)
- AgentGPT
- Unknown
Full report
- MetaClaw
- Trust report
- AgentGPT
- Trust report
Choose MetaClaw if…
- MetaClaw is primarily Python; AgentGPT is TypeScript.
- License: MetaClaw is MIT, AgentGPT is GPL-3.0.
- Tags unique to MetaClaw: ai-agent, continual-learning, fine-tuning, llm.
- 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 AgentGPT if…
- AgentGPT is primarily TypeScript; MetaClaw is Python.
- License: AgentGPT is GPL-3.0, MetaClaw is MIT.
- Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration.
- Also covers Developer Tools.
- AgentGPT ships Docker support for self-hosted deployment.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
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 (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: MetaClaw 3.5k · AgentGPT 36k (synced Aug 23, 2026).
Common questions
- What is the difference between MetaClaw and AgentGPT?
- MetaClaw: Simply converse with your agent, it learns and evolves. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose MetaClaw over AgentGPT?
- Choose MetaClaw over AgentGPT when MetaClaw is primarily Python; AgentGPT is TypeScript; License: MetaClaw is MIT, AgentGPT is GPL-3.0; Tags unique to MetaClaw: ai-agent, continual-learning, fine-tuning, llm; Also covers Model Training; Need an agent that evolves and fine-tunes over time with user interactions.
- When should I choose AgentGPT over MetaClaw?
- Choose AgentGPT over MetaClaw when AgentGPT is primarily TypeScript; MetaClaw is Python; License: AgentGPT is GPL-3.0, MetaClaw is MIT; Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration; Also covers Developer Tools; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- 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 AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is MetaClaw or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 3,493). Stars measure visibility, not whether either tool fits your constraints.
- Are MetaClaw and AgentGPT open source?
- Yes - both are open-source projects on GitHub (MetaClaw: MIT, AgentGPT: GPL-3.0).
- Where can I find alternatives to MetaClaw or AgentGPT?
- GraphCanon lists graph-backed alternatives at MetaClaw alternatives and AgentGPT alternatives (MetaClaw markdown twin, AgentGPT 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 AgentGPT?
- MetaClaw: Steady. AgentGPT: Archived. 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 AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaClaw trust report; AgentGPT trust report.