Comparison
agent-protocol vs fireagent
Verdict
Pick agent-protocol if agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking; pick fireagent if fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers.
Markdown twin · agent-protocol alternatives · fireagent alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | agent-protocol | fireagent |
|---|---|---|
| Maintenance | Dormant (515d since push) As of Sep 5, 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 5, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 13, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 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
- agent-protocol
- Common interface for AI agents
- fireagent
- Knowledge-enhanced multimodal Fire Safety Agent
Stars
- agent-protocol
- 1.5k
- fireagent
- 77
Forks
- agent-protocol
- 186
- fireagent
- 3
Open issues
- agent-protocol
- 49
- fireagent
- 0
Language
- agent-protocol
- Python
- fireagent
- Python
Adopt for
- agent-protocol
- agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking.
- fireagent
- fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers.
Persona
- agent-protocol
- -
- fireagent
- -
Runtime
- agent-protocol
- -
- fireagent
- -
License
- agent-protocol
- MIT
- fireagent
- MIT
Last pushed
- agent-protocol
- Apr 8, 2025
- fireagent
- Jun 18, 2026
Categories
- agent-protocol
- AI Agents
- fireagent
- AI Agents
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- fireagent
- Steady (60%)
Days since push
- agent-protocol
- 515d
- fireagent
- 86d
Open issues (now)
- agent-protocol
- 49
- fireagent
- 0
Stars delta
- agent-protocol
- -4 (30d)
- fireagent
- -1 (30d)
Open issues delta
- agent-protocol
- -1 (30d)
- fireagent
- 0 (30d)
Owner type
- agent-protocol
- Organization
- fireagent
- User
OSV dependency advisories
- agent-protocol
- Published findings
- fireagent
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- fireagent
- Trust report
Choose agent-protocol if…
- Tags unique to agent-protocol: agents, ai-agent, api, auto-gpt.
- When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
- More GitHub stars (1.5k vs 77) - visibility, not fit.
When NOT to use agent-protocol
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope.
- When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
Choose fireagent if…
- 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
- More recently updated (last pushed Jun 18, 2026).
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 (agi-inc/agent-protocol) · observed Sep 20, 2026
- GitHub forks (agi-inc/agent-protocol) · observed Sep 20, 2026
- Last push (agi-inc/agent-protocol) · observed Apr 8, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 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: agent-protocol 1.5k · fireagent 77 (synced Sep 20, 2026).
Common questions
- What is the difference between agent-protocol and fireagent?
- agent-protocol: Common interface for AI agents. fireagent: Knowledge-enhanced multimodal Fire Safety Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over fireagent?
- Choose agent-protocol over fireagent when Tags unique to agent-protocol: agents, ai-agent, api, auto-gpt; When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them; More GitHub stars (1.5k vs 77) - visibility, not fit.
- When should I choose fireagent over agent-protocol?
- Choose fireagent over agent-protocol when 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; More recently updated (last pushed Jun 18, 2026).
- When should I avoid agent-protocol?
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope. When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
- 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 agent-protocol or fireagent more popular on GitHub?
- agent-protocol has more GitHub stars (1,454 vs 77). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and fireagent open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, fireagent: MIT).
- Where can I find alternatives to agent-protocol or fireagent?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and fireagent alternatives (agent-protocol 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, agent-protocol or fireagent?
- agent-protocol: Dormant. 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 agent-protocol and fireagent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; fireagent trust report.