A
licenseNot graded
qualityB
maintenanceAn MCP server that connects AI assistants to university D2L Brightspace and Piazza, enabling query of courses, grades, assignments, deadlines, files, and Piazza posts.
7
MIT
Gradescope MCP Server
by Yuanpeng-Li
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TDQS
A3.7/5.0
Scored across 33 tools
Disambiguation4/5
Most tools have distinct purposes targeting specific resources and actions, such as grading, rubric management, or data retrieval. However, some overlap exists between tools like tool_assess_submission_readiness and tool_smart_read_submission, which both assess submissions for grading readiness, potentially causing confusion in tool selection.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern with snake_case, such as tool_apply_grade, tool_get_assignment_details, and tool_update_rubric_item. This predictability makes it easy for agents to understand and navigate the toolset without naming conflicts.
Tool Count2/5
With 33 tools, the count is excessive for a grading-focused server, leading to potential overwhelm and inefficiency. A more streamlined set of 10-20 tools could cover the same domain without redundancy, such as merging similar assessment or retrieval tools.
Completeness5/5
The toolset provides comprehensive coverage of the Gradescope domain, including CRUD operations for grades, rubrics, assignments, and submissions, along with advanced features like answer groups, regrades, and statistics. No significant gaps are apparent for grading workflows.
Maintenance
ActivityInactive
ResponsivenessUnresponsive