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Smithery.ai
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Smithery.ai appears in 1 AI-ranked category.
GPT —Claude —Gemini #2Grok —
Near-tie with Glama.ai; Smithery.ai earns its spot by prioritizing developer utility with its CLI-first installation workflow (@smithery/cli) for local clients and offering hosted remote server execution with tool telemetry.
Where Smithery.ai falls short, per the models
- Gemini It abstracts configuration so heavily that troubleshooting is difficult when the automated installer fails to merge configs correctly.
Top alternatives per the models: Official MCP Registry · Smithery · Glama · Glama.ai
Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology