Comparison
agentscope vs mindshub
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 mindshub if mindshub by MindsDB aids in building AI apps with seamless model swapping, retaining all customizations.
Markdown twin · agentscope alternatives · mindshub alternatives
GraphCanon updated Sep 20, 2026
21views this month
vs
Trust & integrity
| Signal | agentscope | mindshub |
|---|---|---|
| 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 · Organization 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 Aug 30, 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.
- mindshub
- Get real work done with AI. Easily swap models while keeping your builds intact.
Stars
- agentscope
- 32k
- mindshub
- 40k
Forks
- agentscope
- 3.5k
- mindshub
- 6.2k
Open issues
- agentscope
- 374
- mindshub
- 6
Language
- agentscope
- Python
- mindshub
- Makefile
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.
- mindshub
- Mindshub by MindsDB aids in building AI apps with seamless model swapping, retaining all customizations.
Persona
- agentscope
- -
- mindshub
- -
Runtime
- agentscope
- -
- mindshub
- -
License
- agentscope
- Apache-2.0
- mindshub
- MIT
Last pushed
- agentscope
- Sep 18, 2026
- mindshub
- Sep 16, 2026
Categories
- agentscope
- AI Agents
- mindshub
- AI Agents, Developer Tools
Trust and health
Days since push
- agentscope
- 0d
- mindshub
- 3d
Open issues (now)
- agentscope
- 374
- mindshub
- 6
Stars delta
- agentscope
- +2.9k (30d)
- mindshub
- +258 (30d)
Open issues delta
- agentscope
- +20 (30d)
- mindshub
- +1 (30d)
Full report
- agentscope
- Trust report
- mindshub
- Trust report
Typed relationship
agentscope alternative mindshubAgentscope and MindsHub Cowork both focus on the development of agents that users can see, understand, and trust, indicating they are alternatives in the market.
Choose agentscope if…
- agentscope is primarily Python; mindshub is Makefile.
- License: agentscope is Apache-2.0, mindshub is MIT.
- Requirements: Requires Python 3.11 or higher..
- Agentscope and MindsHub Cowork both focus on the development of agents that users can see, understand, and trust, indicating they are alternatives in the market.
- 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 mindshub if…
- mindshub is primarily Makefile; agentscope is Python.
- License: mindshub is MIT, agentscope is Apache-2.0.
- Agentscope and MindsHub Cowork both focus on the development of agents that users can see, understand, and trust, indicating they are alternatives in the market.
- Tags unique to mindshub: agents, ai, anton, artificial-inteligence.
- Also covers Developer Tools.
- mindshub ships Docker support for self-hosted deployment.
- You need a flexible platform that allows you to swap models without losing your customization work.
When NOT to use mindshub
- Your workflow strictly requires manual intervention for model changes, as Mindshub automates this process.
- You prefer a platform that does not automatically incorporate specific AI model integrations such as those listed under topics (e.g., Claude, Codex).
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 (mindsdb/mindshub) · observed Sep 20, 2026
- GitHub forks (mindsdb/mindshub) · observed Sep 20, 2026
- Last push (mindsdb/mindshub) · observed Sep 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Aug 30, 2026
GitHub stars on cards: agentscope 32k · mindshub 40k (synced Sep 20, 2026).
Common questions
- What is the difference between agentscope and mindshub?
- agentscope: Build and run agents you can see, understand and trust.. mindshub: Get real work done with AI. Easily swap models while keeping your builds intact.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentscope over mindshub?
- Choose agentscope over mindshub when agentscope is primarily Python; mindshub is Makefile; License: agentscope is Apache-2.0, mindshub is MIT; Requirements: Requires Python 3.11 or higher.; Agentscope and MindsHub Cowork both focus on the development of agents that users can see, understand, and trust, indicating they are alternatives in the market; 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 mindshub over agentscope?
- Choose mindshub over agentscope when mindshub is primarily Makefile; agentscope is Python; License: mindshub is MIT, agentscope is Apache-2.0; Agentscope and MindsHub Cowork both focus on the development of agents that users can see, understand, and trust, indicating they are alternatives in the market; Tags unique to mindshub: agents, ai, anton, artificial-inteligence; Also covers Developer Tools; mindshub ships Docker support for self-hosted deployment; You need a flexible platform that allows you to swap models without losing your customization work.
- 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 mindshub?
- Your workflow strictly requires manual intervention for model changes, as Mindshub automates this process. You prefer a platform that does not automatically incorporate specific AI model integrations such as those listed under topics (e.g., Claude, Codex).
- Is agentscope or mindshub more popular on GitHub?
- mindshub has more GitHub stars (39,754 vs 31,912). Stars measure visibility, not whether either tool fits your constraints.
- Are agentscope and mindshub open source?
- Yes - both are open-source projects on GitHub (agentscope: Apache-2.0, mindshub: MIT).
- Where can I find alternatives to agentscope or mindshub?
- GraphCanon lists graph-backed alternatives at agentscope alternatives and mindshub alternatives (agentscope markdown twin, mindshub 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 mindshub?
- agentscope: Very active. mindshub: 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 mindshub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentscope trust report; mindshub trust report.