--- title: "fireagent vs agentos" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/buptlg-fireagent-vs-framerslab-agentos" tools: ["buptlg-fireagent", "framerslab-agentos"] --- # fireagent vs agentos *GraphCanon updated Sep 20, 2026* ## Verdict Pick fireagent if fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers; pick agentos if agentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript. [fireagent](https://github.com/buptlg/fireagent) reports 77 GitHub stars, 3 forks, and 0 open issues, last pushed Jun 18, 2026. [agentos](https://docs.agentos.sh) has 670 stars, 97 forks, and 11 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [fireagent's repository](https://github.com/buptlg/fireagent) and [agentos's repository](https://github.com/framerslab/agentos). | | [fireagent](/tools/buptlg-fireagent.md) | [agentos](/tools/framerslab-agentos.md) | | --- | --- | --- | | Tagline | Knowledge-enhanced multimodal Fire Safety Agent | TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration | | Stars | 77 | 670 | | Forks | 3 | 97 | | Open issues | 0 | 11 | | Language | Python | TypeScript | | Adopt for | fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers. | AgentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [fireagent](/tools/buptlg-fireagent.md) | [agentos](/tools/framerslab-agentos.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 86d | 1d | | Open issues (now) | 0 | 11 | | Stars delta | -1 (30d) | +69 (30d) | | Open issues delta | 0 (30d) | +2 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/buptlg-fireagent/trust.md) | [trust report](/tools/framerslab-agentos/trust.md) | ## Decision facts: fireagent - **Adopt for:** fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers. ## Decision facts: agentos - **Adopt for:** AgentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript. ## Choose when ### Choose fireagent if… - fireagent is primarily Python; agentos is TypeScript. - License: fireagent is MIT, agentos 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 ### Choose agentos if… - agentos is primarily TypeScript; fireagent is Python. - License: agentos is Apache-2.0, fireagent is MIT. - Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent. - Need for cognitive memory and real-time tool generation in AI agents ## 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 ## When NOT to use agentos - Preferring frameworks without multi-agent orchestration support - Prioritizing environments with less than eleven LLM provider options ## Common questions ### What is the difference between fireagent and agentos? fireagent: Knowledge-enhanced multimodal Fire Safety Agent. agentos: TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration. See the comparison table for live GitHub stats and shared categories. ### When should I choose fireagent over agentos? Choose fireagent over agentos when fireagent is primarily Python; agentos is TypeScript; License: fireagent is MIT, agentos 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 choose agentos over fireagent? Choose agentos over fireagent when agentos is primarily TypeScript; fireagent is Python; License: agentos is Apache-2.0, fireagent is MIT; Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent; Need for cognitive memory and real-time tool generation in AI agents. ### 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 agentos? Preferring frameworks without multi-agent orchestration support Prioritizing environments with less than eleven LLM provider options ### Is fireagent or agentos more popular on GitHub? agentos has more GitHub stars (670 vs 77). Stars measure visibility, not whether either tool fits your constraints. ### Are fireagent and agentos open source? Yes - both are open-source projects on GitHub (fireagent: MIT, agentos: Apache-2.0). ### Where can I find alternatives to fireagent or agentos? GraphCanon lists graph-backed alternatives at [fireagent alternatives](/tools/buptlg-fireagent/alternatives) and [agentos alternatives](/tools/framerslab-agentos/alternatives) ([fireagent markdown twin](/tools/buptlg-fireagent/alternatives.md), [agentos markdown twin](/tools/framerslab-agentos/alternatives.md)), 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](/compare/buptlg-fireagent-vs-framerslab-agentos.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, fireagent or agentos? fireagent: Steady. agentos: 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 fireagent and agentos? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [fireagent trust report](/tools/buptlg-fireagent/trust); [agentos trust report](/tools/framerslab-agentos/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=buptlg-fireagent`](/api/graphcanon/graph?tool=buptlg-fireagent) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_