Gradescope

This MCP server integrates AI agents with Gradescope, providing instructors and TAs with powerful tools for managing courses, assignments, and student submissions. It offers a wide array of read-oriented workflows for data discovery, roster inspection, grading progress tracking, and statistics. Crucially, it also enables write-oriented tasks such as uploading submissions, setting extensions, modifying assignment dates, and applying grades, all while enforcing a 'preview-first' safety mechanism that requires explicit human confirmation before any mutation is executed. The server is designed to streamline grading processes, including AI-assisted rubric management and batch grading for answer groups, even for complex scanned assignments.

Key Features

Use Cases