pta-auto-mcp
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TDQS
Scored across 5 tools
Each tool maps to a distinct step in the exam workflow: login, list exams, pull problem set, submit answers, view submission detail. The descriptions make the boundary between pta_list_exams (exam_id discovery) and pull_exam_set (problem content retrieval) explicit, so no overlap remains.
All names are snake_case, but prefixing is inconsistent: pta_login, pta_list_exams, and pta_submission_detail carry the pta_ prefix while pull_exam_set and submit_answers do not. The verb_noun style is mostly respected but pta_submission_detail drops the verb entirely.
Five tools is a tight, well-scoped set that mirrors the end-to-end task of logging in, finding an exam, pulling problems, submitting, and reviewing results. Each tool clearly earns its place with no redundancy.
The core lifecycle (auth, discovery, retrieval, submission, result inspection) is fully covered, so agents can complete the primary workflow. Minor gaps like logout or listing all past submissions exist but agents can work around them using returned submission_ids.