Comparison
agentscope vs fireagent
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 fireagent if fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers.
Markdown twin · agentscope alternatives · fireagent alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agentscope | fireagent |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Steady (86d since push) As of Sep 13, 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 13, 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.
- fireagent
- Knowledge-enhanced multimodal Fire Safety Agent
Stars
- agentscope
- 32k
- fireagent
- 77
Forks
- agentscope
- 3.5k
- fireagent
- 3
Open issues
- agentscope
- 374
- fireagent
- 0
Language
- agentscope
- Python
- fireagent
- 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.
- fireagent
- fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers.
Persona
- agentscope
- -
- fireagent
- -
Runtime
- agentscope
- -
- fireagent
- -
License
- agentscope
- Apache-2.0
- fireagent
- MIT
Last pushed
- agentscope
- Sep 18, 2026
- fireagent
- Jun 18, 2026
Categories
- agentscope
- AI Agents
- fireagent
- AI Agents
Trust and health
Maintenance
- agentscope
- Very active (96%)
- fireagent
- Steady (60%)
Days since push
- agentscope
- 0d
- fireagent
- 86d
Open issues (now)
- agentscope
- 374
- fireagent
- 0
Stars delta
- agentscope
- +2.9k (30d)
- fireagent
- -1 (30d)
Open issues delta
- agentscope
- +20 (30d)
- fireagent
- 0 (30d)
Owner type
- agentscope
- Organization
- fireagent
- User
Full report
- agentscope
- Trust report
- fireagent
- Trust report
Choose agentscope if…
- License: agentscope is Apache-2.0, fireagent 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 fireagent if…
- License: fireagent is MIT, agentscope is Apache-2.0.
- Tags unique to fireagent: evidence-retrieval, knowledge-enhancement, multimodal-agent, open-set-guardrails.
- When you need a prototype tool with knowledge-enhanced abilities for analyzing fire safety using multimodal inputs
When NOT to use fireagent
- If relying solely on AI without professional inspection, domain validation or compliance review for real-world deployment
- When competing tools offer more robust open-set guardrails that better fit your specific use case needs
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 (buptlg/fireagent) · observed Sep 20, 2026
- GitHub forks (buptlg/fireagent) · observed Sep 20, 2026
- Last push (buptlg/fireagent) · observed Jun 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentscope 32k · fireagent 77 (synced Sep 20, 2026).
Common questions
- What is the difference between agentscope and fireagent?
- agentscope: Build and run agents you can see, understand and trust.. fireagent: Knowledge-enhanced multimodal Fire Safety Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentscope over fireagent?
- Choose agentscope over fireagent when License: agentscope is Apache-2.0, fireagent 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 fireagent over agentscope?
- Choose fireagent over agentscope when License: fireagent is MIT, agentscope is Apache-2.0; Tags unique to fireagent: evidence-retrieval, knowledge-enhancement, multimodal-agent, open-set-guardrails; When you need a prototype tool with knowledge-enhanced abilities for analyzing fire safety using multimodal inputs.
- 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 fireagent?
- If relying solely on AI without professional inspection, domain validation or compliance review for real-world deployment When competing tools offer more robust open-set guardrails that better fit your specific use case needs
- Is agentscope or fireagent more popular on GitHub?
- agentscope has more GitHub stars (31,912 vs 77). Stars measure visibility, not whether either tool fits your constraints.
- Are agentscope and fireagent open source?
- Yes - both are open-source projects on GitHub (agentscope: Apache-2.0, fireagent: MIT).
- Where can I find alternatives to agentscope or fireagent?
- GraphCanon lists graph-backed alternatives at agentscope alternatives and fireagent alternatives (agentscope markdown twin, fireagent 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 fireagent?
- agentscope: Very active. fireagent: Steady. 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 fireagent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentscope trust report; fireagent trust report.