Comparison
fireagent vs AgentGPT
Verdict
Pick fireagent if fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers; 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 · fireagent alternatives · AgentGPT alternatives
GraphCanon updated Sep 20, 2026
7views this month
Trust & integrity
| Signal | fireagent | AgentGPT |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 13, 2026 · github_public_v1 | Archived (497d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 13, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- fireagent
- Knowledge-enhanced multimodal Fire Safety Agent
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- fireagent
- 77
- AgentGPT
- 36k
Forks
- fireagent
- 3
- AgentGPT
- 9.3k
Open issues
- fireagent
- 0
- AgentGPT
- 219
Language
- fireagent
- Python
- AgentGPT
- TypeScript
Adopt for
- fireagent
- fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers.
- 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
- fireagent
- -
- AgentGPT
- -
Runtime
- fireagent
- -
- AgentGPT
- -
License
- fireagent
- MIT
- AgentGPT
- GPL-3.0
Last pushed
- fireagent
- Jun 18, 2026
- AgentGPT
- Apr 29, 2025
Categories
- fireagent
- AI Agents
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- fireagent
- Steady (60%)
- AgentGPT
- Archived (8%)
Days since push
- fireagent
- 86d
- AgentGPT
- 497d
Archived on GitHub
- fireagent
- No
- AgentGPT
- Yes
Open issues (now)
- fireagent
- 0
- AgentGPT
- 219
Stars delta
- fireagent
- -1 (30d)
- AgentGPT
- -7 (30d)
Owner type
- fireagent
- User
- AgentGPT
- Organization
Full report
- fireagent
- Trust report
- AgentGPT
- Trust report
Choose fireagent if…
- fireagent is primarily Python; AgentGPT is TypeScript.
- License: fireagent is MIT, AgentGPT is GPL-3.0.
- 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
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; fireagent is Python.
- License: AgentGPT is GPL-3.0, fireagent is MIT.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- 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 (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 (reworkd/AgentGPT) · observed Sep 20, 2026
- GitHub forks (reworkd/AgentGPT) · observed Sep 20, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: fireagent 77 · AgentGPT 36k (synced Sep 20, 2026).
Common questions
- What is the difference between fireagent and AgentGPT?
- fireagent: Knowledge-enhanced multimodal Fire Safety Agent. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose fireagent over AgentGPT?
- Choose fireagent over AgentGPT when fireagent is primarily Python; AgentGPT is TypeScript; License: fireagent is MIT, AgentGPT is GPL-3.0; 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 choose AgentGPT over fireagent?
- Choose AgentGPT over fireagent when AgentGPT is primarily TypeScript; fireagent is Python; License: AgentGPT is GPL-3.0, fireagent is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; 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 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
- 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 fireagent or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,297 vs 77). Stars measure visibility, not whether either tool fits your constraints.
- Are fireagent and AgentGPT open source?
- Yes - both are open-source projects on GitHub (fireagent: MIT, AgentGPT: GPL-3.0).
- Where can I find alternatives to fireagent or AgentGPT?
- GraphCanon lists graph-backed alternatives at fireagent alternatives and AgentGPT alternatives (fireagent 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, fireagent or AgentGPT?
- fireagent: 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 fireagent and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: fireagent trust report; AgentGPT trust report.