ictexam-mcp
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TDQS
Scored across 6 tools
Each tool targets a distinct entity or artifact: subjects, classes, exams, exam detail, gradebook, and item analysis. There is no pair that would plausibly produce the same result, so an agent can reliably choose based on the desired resource.
All tools share the consistent ictexam_ prefix, and most use a clear verb_noun pattern (list_subjects, list_exams, list_classes, get_exam). However, gradebook and item_analysis are plain noun phrases, breaking the imperative verb pattern.
Six tools is a compact and well-scoped set for an exam data and analytics MCP. Each tool covers a meaningful query surface, and none feels redundant or unnecessary.
The set covers the core read-only workflows: enumerating classes, subjects, and exams; retrieving an exam; viewing gradebook data; and running item analysis. It lacks create/update/delete operations, but those appear outside the apparent analysis-oriented purpose.