chaoxing-mcp
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TDQS
Scored across 16 tools
Most tools have clearly scoped purposes, but cx_s_list_learning_courses and cx_list_courses overlap heavily for student course listing, and cx_s_download_material vs cx_s_download_attachment both perform objectId-based downloads from different sources. Descriptions help clarify the intended resource, but an agent could still misselect between these pairs.
The set largely follows a verb_noun pattern with a consistent cx_s_ prefix for student operations and cx_ for auth/session operations. Minor inconsistencies exist: cx_session_status is noun-style, cx_s_list_learning_courses vs cx_list_courses use different names for similar listing actions, and material/materials singular/plural are mixed.
16 tools is at the upper edge but still reasonable for a platform server covering auth, courses, chapters, materials, homework, exams, sign-in, and downloads. There is some redundancy that could be trimmed, but no tool feels entirely out of place.
The server covers the main student workflows: login/session management, course listing, content/material access, homework reading and submission, sign-in, and exam listing. The most notable gap is that exams are read-only with no submission workflow, but the core learning-assistant surface is otherwise coherent.