IIT Roorkee Academics MCP
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TDQS
Scored across 24 tools
Each tool has a clearly distinct purpose, covering authentication steps, batch operations, cataloged calls, crypto, feature retrieval, password management, and various student data endpoints. No overlapping tool functions; descriptions are precise.
All tools follow a consistent 'ais_verb_noun' pattern in snake_case, making it easy to predict functionality from the name. No mixing of conventions or odd abbreviations.
With 24 tools, the count is slightly high but still reasonable for a comprehensive academic portal. Each tool serves a specific function, and the scope justifies the number.
The tool surface covers core workflows: authentication, password management, student data retrieval (fees, grades, transcript, profile, semester records), feature catalog browsing, and file upload. Minor gaps exist (e.g., no course registration or direct profile update), but the essential operations are present.