Comparison
agentscope vs captain-claw
Verdict
Pick agentscope if agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities; pick captain-claw if self-hosted ensemble reasoning and agentic coding framework for orchestrating specialist AI agents.
Markdown twin · agentscope alternatives · captain-claw alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agentscope | captain-claw |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (3d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- agentscope
- Build and run agents you can see, understand and trust.
- captain-claw
- Self-hosted framework for orchestrating fleets of specialist AI agents
Stars
- agentscope
- 32k
- captain-claw
- 163
Forks
- agentscope
- 3.5k
- captain-claw
- 15
Open issues
- agentscope
- 374
- captain-claw
- 0
Language
- agentscope
- Python
- captain-claw
- Python
Adopt for
- agentscope
- agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities.
- captain-claw
- Self-hosted ensemble reasoning and agentic coding framework for orchestrating specialist AI agents
Persona
- agentscope
- -
- captain-claw
- -
Runtime
- agentscope
- -
- captain-claw
- -
License
- agentscope
- Apache-2.0
- captain-claw
- MIT
Last pushed
- agentscope
- Sep 18, 2026
- captain-claw
- Sep 16, 2026
Categories
- agentscope
- AI Agents
- captain-claw
- AI Agents
Trust and health
Days since push
- agentscope
- 0d
- captain-claw
- 3d
Open issues (now)
- agentscope
- 374
- captain-claw
- 0
Stars delta
- agentscope
- +2.9k (30d)
- captain-claw
- +2 (30d)
Open issues delta
- agentscope
- +20 (30d)
- captain-claw
- 0 (30d)
Owner type
- agentscope
- Organization
- captain-claw
- User
Full report
- agentscope
- Trust report
- captain-claw
- Trust report
Shared compatibility
- Python · agentscope: Python runtime · captain-claw: Python runtime
Choose agentscope if…
- License: agentscope is Apache-2.0, captain-claw is MIT.
- Requirements: Requires Python 3.11 or higher..
- Tags unique to agentscope: agent, chatbot, large-language-models, llm.
- When you need a framework that supports large language models and multi-modal capabilities for building chatbots and voice assistants.
When NOT to use agentscope
- If your project requires a framework that supports Python versions lower than 3.11.
- When you need a framework that does not emphasize multi-modal capabilities or large language models, as agentscope is specifically designed with these features.
Choose captain-claw if…
- License: captain-claw is MIT, agentscope is Apache-2.0.
- Tags unique to captain-claw: agent-orchestration, agentic-coding, local-friendly, model agnostic.
- captain-claw ships Docker support for self-hosted deployment.
- When you need a model-agnostic solution that supports local deployment of multiple AI agents.
When NOT to use captain-claw
- Avoid if your project needs cloud-based scalable resources, as captain-claw focuses on local setups.
- If ease-of-use and existing community support are prioritized over self-hosting flexibility.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agentscope-ai/agentscope) · observed Sep 20, 2026
- GitHub forks (agentscope-ai/agentscope) · observed Sep 20, 2026
- Last push (agentscope-ai/agentscope) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (kstevica/captain-claw) · observed Sep 20, 2026
- GitHub forks (kstevica/captain-claw) · observed Sep 20, 2026
- Last push (kstevica/captain-claw) · observed Sep 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentscope 32k · captain-claw 163 (synced Sep 20, 2026).
Common questions
- What is the difference between agentscope and captain-claw?
- agentscope: Build and run agents you can see, understand and trust.. captain-claw: Self-hosted framework for orchestrating fleets of specialist AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentscope over captain-claw?
- Choose agentscope over captain-claw when License: agentscope is Apache-2.0, captain-claw is MIT; Requirements: Requires Python 3.11 or higher.; Tags unique to agentscope: agent, chatbot, large-language-models, llm; When you need a framework that supports large language models and multi-modal capabilities for building chatbots and voice assistants.
- When should I choose captain-claw over agentscope?
- Choose captain-claw over agentscope when License: captain-claw is MIT, agentscope is Apache-2.0; Tags unique to captain-claw: agent-orchestration, agentic-coding, local-friendly, model agnostic; captain-claw ships Docker support for self-hosted deployment; When you need a model-agnostic solution that supports local deployment of multiple AI agents.
- When should I avoid agentscope?
- If your project requires a framework that supports Python versions lower than 3.11. When you need a framework that does not emphasize multi-modal capabilities or large language models, as agentscope is specifically designed with these features.
- When should I avoid captain-claw?
- Avoid if your project needs cloud-based scalable resources, as captain-claw focuses on local setups. If ease-of-use and existing community support are prioritized over self-hosting flexibility.
- Is agentscope or captain-claw more popular on GitHub?
- agentscope has more GitHub stars (31,912 vs 163). Stars measure visibility, not whether either tool fits your constraints.
- Are agentscope and captain-claw open source?
- Yes - both are open-source projects on GitHub (agentscope: Apache-2.0, captain-claw: MIT).
- Where can I find alternatives to agentscope or captain-claw?
- GraphCanon lists graph-backed alternatives at agentscope alternatives and captain-claw alternatives (agentscope markdown twin, captain-claw 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, agentscope or captain-claw?
- agentscope: Very active. captain-claw: Very 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 agentscope and captain-claw?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentscope trust report; captain-claw trust report.