--- title: "fireagent vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/buptlg-fireagent-vs-reworkd-agentgpt" tools: ["buptlg-fireagent", "reworkd-agentgpt"] --- # fireagent vs AgentGPT *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 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. [fireagent](https://github.com/buptlg/fireagent) reports 77 GitHub stars, 3 forks, and 0 open issues, last pushed Jun 18, 2026. [AgentGPT](https://agentgpt.reworkd.ai) has 36k stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. Figures are from public GitHub metadata via [fireagent's repository](https://github.com/buptlg/fireagent) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [fireagent](/tools/buptlg-fireagent.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | Knowledge-enhanced multimodal Fire Safety Agent | Assembler for autonomous AI Agents | | Stars | 77 | 36,297 | | Forks | 3 | 9,262 | | Open issues | 0 | 219 | | Language | Python | TypeScript | | Adopt for | fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers. | 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 | - | - | | Runtime | - | - | | License | MIT | GPL-3.0 | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [fireagent](/tools/buptlg-fireagent.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Archived (8%) | | Days since push | 86d | 497d | | Archived on GitHub | No | Yes | | Open issues (now) | 0 | 219 | | Stars delta | -1 (30d) | -7 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/buptlg-fireagent/trust.md) | [trust report](/tools/reworkd-agentgpt/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: AgentGPT - **Adopt for:** 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 ## Choose when ### 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 ### 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 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 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 ## 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](/tools/buptlg-fireagent/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([fireagent markdown twin](/tools/buptlg-fireagent/alternatives.md), [AgentGPT markdown twin](/tools/reworkd-agentgpt/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-reworkd-agentgpt.md) 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](/tools/buptlg-fireagent/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/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/_