--- title: "fireagent vs moby" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/buptlg-fireagent-vs-moby-moby" tools: ["buptlg-fireagent", "moby-moby"] --- # fireagent vs moby *GraphCanon updated Jul 15, 2026* ## Verdict Pick fireagent when fireagent is primarily Python; moby is Go; pick moby when moby is primarily Go; fireagent is Python. [fireagent](https://github.com/buptlg/fireagent) reports 77 GitHub stars, 1 forks, and 0 open issues, last pushed Jun 18, 2026. [moby](https://mobyproject.org/) has 72k stars, 19k forks, and 3.8k open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [fireagent's repository](https://github.com/buptlg/fireagent) and [moby's repository](https://github.com/moby/moby). | | [fireagent](/tools/buptlg-fireagent.md) | [moby](/tools/moby-moby.md) | | --- | --- | --- | | Tagline | Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory. | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | | Stars | 77 | 71,899 | | Forks | 1 | 19,126 | | Open issues | 0 | 3,821 | | Language | Python | Go | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Inference & Serving, LLM Frameworks | Developer Tools, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [fireagent](/tools/buptlg-fireagent.md) | [moby](/tools/moby-moby.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 26d | 1d | | Open issues (now) | 0 | 3.8k | | Owner type | User | Organization | | Full report | [trust report](/tools/buptlg-fireagent/trust.md) | [trust report](/tools/moby-moby/trust.md) | ## Choose when ### Choose fireagent if… - fireagent is primarily Python; moby is Go. - License: fireagent is MIT, moby is Apache-2.0. - Tags unique to fireagent: evidence-retrieval, fastapi, fire-safety, guardrails. - Also covers AI Agents. ### Choose moby if… - moby is primarily Go; fireagent is Python. - License: moby is Apache-2.0, fireagent is MIT. - Tags unique to moby: containers, docker, go, golang. - Also covers Developer Tools. - moby ships Docker support for self-hosted deployment. ## When NOT to use fireagent - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use moby - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between fireagent and moby? fireagent: Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories. ### When should I choose fireagent over moby? Choose fireagent over moby when fireagent is primarily Python; moby is Go; License: fireagent is MIT, moby is Apache-2.0; Tags unique to fireagent: evidence-retrieval, fastapi, fire-safety, guardrails; Also covers AI Agents. ### When should I choose moby over fireagent? Choose moby over fireagent when moby is primarily Go; fireagent is Python; License: moby is Apache-2.0, fireagent is MIT; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment. ### When should I avoid fireagent? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid moby? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is fireagent or moby more popular on GitHub? moby has more GitHub stars (71,899 vs 77). Stars measure visibility, not whether either tool fits your constraints. ### Are fireagent and moby open source? Yes - both are open-source projects on GitHub (fireagent: MIT, moby: Apache-2.0). ### Where can I find alternatives to fireagent or moby? GraphCanon lists graph-backed alternatives at [fireagent alternatives](/tools/buptlg-fireagent/alternatives) and [moby alternatives](/tools/moby-moby/alternatives) ([fireagent markdown twin](/tools/buptlg-fireagent/alternatives.md), [moby markdown twin](/tools/moby-moby/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-moby-moby.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, fireagent or moby? fireagent: Active. moby: 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 moby? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [fireagent trust report](/tools/buptlg-fireagent/trust); [moby trust report](/tools/moby-moby/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/_