{"slug":"docker-mcp-catalog","name":"Docker MCP Catalog","domain":"docker.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Docker MCP Catalog #5 of 13 for mcp server platform (one of 2 leaderboards it appears on). Source: https://modelsagree.com/product/docker-mcp-catalog (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":2,"entries":[{"slug":"best-mcp-server-platform","title":"Best MCP server platform","rank":5,"of":13,"score":3,"appearances":1,"modelRanks":{"Claude":3},"reason":"Best managed-and-secured runtime — signed catalog images, per-server container isolation, secret handling, and a gateway that aggregates many servers behind one endpoint; fits enterprise and security-conscious teams and works local→CI.","reasons":[{"model":"Claude","reason":"Best managed-and-secured runtime — signed catalog images, per-server container isolation, secret handling, and a gateway that aggregates many servers behind one endpoint; fits enterprise and security-conscious teams and works local→CI."}],"fixes":[{"model":"Claude","fix":"Container-centric and heavier, tied to Docker's runtime/Desktop, and its curated catalog is smaller than open community registries; not itself a cloud host."}],"updated":"2026-07-15","rank_history":{"days":["2026-07-14","2026-07-15"],"ranks":[4,null]},"api":"https://modelsagree.com/api/v1/best/best-mcp-server-platform.json"},{"slug":"best-mcp-registry","title":"Best MCP registry","rank":7,"of":11,"score":3,"appearances":1,"modelRanks":{"Claude":3},"reason":"Containerized, signature-verified, security-scanned MCP servers distributed through Docker Hub with the MCP Toolkit handling sandboxed local execution and secrets — the strongest answer to the supply-chain-risk problem that plagues every other registry, and the default pick for enterprise/security-conscious teams.","reasons":[{"model":"Claude","reason":"Containerized, signature-verified, security-scanned MCP servers distributed through Docker Hub with the MCP Toolkit handling sandboxed local execution and secrets — the strongest answer to the supply-chain-risk problem that plagues every other registry, and the default pick for enterprise/security-conscious teams."}],"fixes":[{"model":"Claude","fix":"Covers only the curated Dockerized subset of the ecosystem and assumes a Docker Desktop/daemon workflow, so it lags new servers and is overkill for quick experiments."}],"updated":"2026-07-15","api":"https://modelsagree.com/api/v1/best/best-mcp-registry.json"}],"page":"https://modelsagree.com/product/docker-mcp-catalog","check":"https://modelsagree.com/check?q=Docker%20MCP%20Catalog","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}