--- title: "moby vs fastapi_mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/moby-moby-vs-tadata-org-fastapi-mcp" tools: ["moby-moby", "tadata-org-fastapi-mcp"] --- # moby vs fastapi_mcp *GraphCanon updated Jul 11, 2026* ## Verdict Pick moby when moby is primarily Go; fastapi_mcp is Python; pick fastapi_mcp when fastapi_mcp 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. [fastapi_mcp](https://fastapi-mcp.tadata.com/) has 12k stars, 952 forks, and 158 open issues, last pushed Nov 24, 2025. Figures are from public GitHub metadata via [moby's repository](https://github.com/moby/moby) and [fastapi_mcp's repository](https://github.com/tadata-org/fastapi_mcp). | | [moby](/tools/moby-moby.md) | [fastapi_mcp](/tools/tadata-org-fastapi-mcp.md) | | --- | --- | --- | | Tagline | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | | Stars | 71,899 | 11,939 | | Forks | 19,126 | 952 | | Open issues | 3,821 | 158 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving, LLM Frameworks | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [moby](/tools/moby-moby.md) | [fastapi_mcp](/tools/tadata-org-fastapi-mcp.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 228d | | Open issues (now) | 3.8k | 158 | | Security scan | No criticals | No MCP manifest | | Full report | [trust report](/tools/moby-moby/trust.md) | [trust report](/tools/tadata-org-fastapi-mcp/trust.md) | ## Choose when ### Choose moby if… - moby is primarily Go; fastapi_mcp is Python. - License: moby is Apache-2.0, fastapi_mcp is MIT. - Tags unique to moby: containers, docker, go, golang. - Also covers Inference & Serving. - moby ships Docker support for self-hosted deployment. ### Choose fastapi_mcp if… - fastapi_mcp is primarily Python; moby is Go. - License: fastapi_mcp is MIT, moby is Apache-2.0. - Tags unique to fastapi_mcp: ai, authentication, authorization, claude. ## 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 fastapi_mcp - Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_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. ## Common questions ### What is the difference between moby and fastapi_mcp? moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. fastapi_mcp: Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!. See the comparison table for live GitHub stats and shared categories. ### When should I choose moby over fastapi_mcp? Choose moby over fastapi_mcp when moby is primarily Go; fastapi_mcp is Python; License: moby is Apache-2.0, fastapi_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 choose fastapi_mcp over moby? Choose fastapi_mcp over moby when fastapi_mcp is primarily Python; moby is Go; License: fastapi_mcp is MIT, moby is Apache-2.0; Tags unique to fastapi_mcp: ai, authentication, authorization, claude. ### 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 fastapi_mcp? Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_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. ### Is moby or fastapi_mcp more popular on GitHub? moby has more GitHub stars (71,899 vs 11,939). Stars measure visibility, not whether either tool fits your constraints. ### Are moby and fastapi_mcp open source? Yes - both are open-source projects on GitHub (moby: Apache-2.0, fastapi_mcp: MIT). ### Where can I find alternatives to moby or fastapi_mcp? GraphCanon lists graph-backed alternatives at [moby alternatives](/tools/moby-moby/alternatives) and [fastapi_mcp alternatives](/tools/tadata-org-fastapi-mcp/alternatives) ([moby markdown twin](/tools/moby-moby/alternatives.md), [fastapi_mcp markdown twin](/tools/tadata-org-fastapi-mcp/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-tadata-org-fastapi-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, moby or fastapi_mcp? moby: Very active. fastapi_mcp: 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 fastapi_mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [moby trust report](/tools/moby-moby/trust); [fastapi_mcp trust report](/tools/tadata-org-fastapi-mcp/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/_