--- title: "moby vs MiroFish-Offline" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/moby-moby-vs-nikmcfly-mirofish-offline" tools: ["moby-moby", "nikmcfly-mirofish-offline"] --- # moby vs MiroFish-Offline *GraphCanon updated Jul 15, 2026* ## Verdict Pick moby when moby is primarily Go; MiroFish-Offline is Python; pick MiroFish-Offline when miroFish-Offline is primarily Python; moby is Go. [moby](https://mobyproject.org/) reports 72k GitHub stars, 19k forks, and 3.8k open issues, last pushed Jul 10, 2026. [MiroFish-Offline](https://x.com/nikmcfly69/status/2033147482331390328) has 2.4k stars, 643 forks, and 36 open issues, last pushed Mar 24, 2026. Figures are from public GitHub metadata via [moby's repository](https://github.com/moby/moby) and [MiroFish-Offline's repository](https://github.com/nikmcfly/MiroFish-Offline). | | [moby](/tools/moby-moby.md) | [MiroFish-Offline](/tools/nikmcfly-mirofish-offline.md) | | --- | --- | --- | | Tagline | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack. | | Stars | 71,899 | 2,439 | | Forks | 19,126 | 643 | | Open issues | 3,821 | 36 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | AGPL-3.0 | | Categories | Developer Tools, Inference & Serving, LLM Frameworks | AI Agents, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [moby](/tools/moby-moby.md) | [MiroFish-Offline](/tools/nikmcfly-mirofish-offline.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 112d | | Open issues (now) | 3.8k | 36 | | Owner type | Organization | User | | Full report | [trust report](/tools/moby-moby/trust.md) | [trust report](/tools/nikmcfly-mirofish-offline/trust.md) | ## Choose when ### Choose moby if… - moby is primarily Go; MiroFish-Offline is Python. - License: moby is Apache-2.0, MiroFish-Offline is AGPL-3.0. - Tags unique to moby: containers, docker, go, golang. - Also covers Developer Tools. ### Choose MiroFish-Offline if… - MiroFish-Offline is primarily Python; moby is Go. - License: MiroFish-Offline is AGPL-3.0, moby is Apache-2.0. - Tags unique to MiroFish-Offline: ai, multi-agent, neo4j, offline. - Also covers AI Agents. ## 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. ## When NOT to use MiroFish-Offline - Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on MiroFish-Offline. - 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. ## Common questions ### What is the difference between moby and MiroFish-Offline? moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. MiroFish-Offline: Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.. See the comparison table for live GitHub stats and shared categories. ### When should I choose moby over MiroFish-Offline? Choose moby over MiroFish-Offline when moby is primarily Go; MiroFish-Offline is Python; License: moby is Apache-2.0, MiroFish-Offline is AGPL-3.0; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools. ### When should I choose MiroFish-Offline over moby? Choose MiroFish-Offline over moby when MiroFish-Offline is primarily Python; moby is Go; License: MiroFish-Offline is AGPL-3.0, moby is Apache-2.0; Tags unique to MiroFish-Offline: ai, multi-agent, neo4j, offline; Also covers AI Agents. ### 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. ### When should I avoid MiroFish-Offline? Last GitHub push was 112 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on MiroFish-Offline. 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. ### Is moby or MiroFish-Offline more popular on GitHub? moby has more GitHub stars (71,899 vs 2,439). Stars measure visibility, not whether either tool fits your constraints. ### Are moby and MiroFish-Offline open source? Yes - both are open-source projects on GitHub (moby: Apache-2.0, MiroFish-Offline: AGPL-3.0). ### Where can I find alternatives to moby or MiroFish-Offline? GraphCanon lists graph-backed alternatives at [moby alternatives](/tools/moby-moby/alternatives) and [MiroFish-Offline alternatives](/tools/nikmcfly-mirofish-offline/alternatives) ([moby markdown twin](/tools/moby-moby/alternatives.md), [MiroFish-Offline markdown twin](/tools/nikmcfly-mirofish-offline/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/moby-moby-vs-nikmcfly-mirofish-offline.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, moby or MiroFish-Offline? moby: Very active. MiroFish-Offline: Slowing. 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 moby and MiroFish-Offline? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [moby trust report](/tools/moby-moby/trust); [MiroFish-Offline trust report](/tools/nikmcfly-mirofish-offline/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=moby-moby`](/api/graphcanon/graph?tool=moby-moby) - 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/_