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Official MCP Registry
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Official MCP Registry appears in 1 AI-ranked category.
GPT —Claude #4Gemini —
The vendor-neutral, open-source source-of-truth for discovery that the rest of the ecosystem (Smithery, PulseMCP, Docker, clients) federates from; a near-tie with Smithery on the discovery axis alone.
Where Official MCP Registry falls short, per the models
- Claude Discovery only — no hosting, no runtime, no management, and still maturing — of little use as a standalone "platform."
Top alternatives per the models: Smithery · Glama · Cloudflare · Docker MCP Catalog + Toolkit + Gateway
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology