--- title: "ha-mcp vs moby" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/homeassistant-ai-ha-mcp-vs-moby-moby" tools: ["homeassistant-ai-ha-mcp", "moby-moby"] --- # ha-mcp vs moby *GraphCanon updated Jul 11, 2026* ## Verdict Pick ha-mcp when ha-mcp is primarily Python; moby is Go; pick moby when moby is primarily Go; ha-mcp is Python. [ha-mcp](https://github.com/homeassistant-ai/ha-mcp) reports 3.9k GitHub stars, 156 forks, and 16 open issues, last pushed Jul 10, 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 [ha-mcp's repository](https://github.com/homeassistant-ai/ha-mcp) and [moby's repository](https://github.com/moby/moby). | | [ha-mcp](/tools/homeassistant-ai-ha-mcp.md) | [moby](/tools/moby-moby.md) | | --- | --- | --- | | Tagline | The Unofficial and Awesome Home Assistant MCP Server | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | | Stars | 3,916 | 71,899 | | Forks | 156 | 19,126 | | Open issues | 16 | 3,821 | | Language | Python | Go | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Developer Tools, LLM Frameworks | Developer Tools, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ha-mcp](/tools/homeassistant-ai-ha-mcp.md) | [moby](/tools/moby-moby.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 16 | 3.8k | | Security scan | No MCP manifest | No criticals | | Full report | [trust report](/tools/homeassistant-ai-ha-mcp/trust.md) | [trust report](/tools/moby-moby/trust.md) | ## Choose when ### Choose ha-mcp if… - ha-mcp is primarily Python; moby is Go. - License: ha-mcp is MIT, moby is Apache-2.0. - Tags unique to ha-mcp: ai, claude, hacs, home-assistant. ### Choose moby if… - moby is primarily Go; ha-mcp is Python. - License: moby is Apache-2.0, ha-mcp is MIT. - Tags unique to moby: containers, docker, go, golang. - Also covers Inference & Serving. - moby ships Docker support for self-hosted deployment. ## When NOT to use ha-mcp - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - 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 ha-mcp and moby? ha-mcp: The Unofficial and Awesome Home Assistant MCP Server. 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 ha-mcp over moby? Choose ha-mcp over moby when ha-mcp is primarily Python; moby is Go; License: ha-mcp is MIT, moby is Apache-2.0; Tags unique to ha-mcp: ai, claude, hacs, home-assistant. ### When should I choose moby over ha-mcp? Choose moby over ha-mcp when moby is primarily Go; ha-mcp is Python; License: moby is Apache-2.0, ha-mcp is MIT; Tags unique to moby: containers, docker, go, golang; Also covers Inference & Serving; moby ships Docker support for self-hosted deployment. ### When should I avoid ha-mcp? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. 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 ha-mcp or moby more popular on GitHub? moby has more GitHub stars (71,899 vs 3,916). Stars measure visibility, not whether either tool fits your constraints. ### Are ha-mcp and moby open source? Yes - both are open-source projects on GitHub (ha-mcp: MIT, moby: Apache-2.0). ### Where can I find alternatives to ha-mcp or moby? GraphCanon lists graph-backed alternatives at [ha-mcp alternatives](/tools/homeassistant-ai-ha-mcp/alternatives) and [moby alternatives](/tools/moby-moby/alternatives) ([ha-mcp markdown twin](/tools/homeassistant-ai-ha-mcp/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/homeassistant-ai-ha-mcp-vs-moby-moby.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ha-mcp or moby? ha-mcp: Very 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 ha-mcp and moby? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ha-mcp trust report](/tools/homeassistant-ai-ha-mcp/trust); [moby trust report](/tools/moby-moby/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=homeassistant-ai-ha-mcp`](/api/graphcanon/graph?tool=homeassistant-ai-ha-mcp) - 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/_