mcp-thumbapi
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TDQS
Scored across 3 tools
Each tool has a distinct purpose: generate_thumbnail for the core task, login for authentication, and logout for de-authentication. There is no functional overlap, so an agent can easily select the right tool.
All tool names are lowercase with underscores, but the pattern is mixed: generate_thumbnail follows verb_noun, while login and logout are simple verbs. This is a minor deviation and the names are still intuitive.
With 3 tools, the server is well-scoped for its purpose: one core operation plus necessary authentication lifecycle. This is a reasonable size and each tool serves a clear function.
The tool surface covers the full workflow: authenticate (login), generate thumbnail (generate_thumbnail), and de-authenticate (logout). No obvious missing operations for the stated domain of ThumbAPI.