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Application

Quiz & Assessment Auto-Grader

Score written quiz responses against a rubric and get criterion-level grades, feedback drafts, and cohort summaries for instructor review.

For Course creators, trainers, and educators.

What you provide

  • Student written responses for quiz or assessment questions
  • Scoring rubrics with weighted criteria and question context
  • Quiz, question, response, submission, and analytics records for the education workflow

What you get back

  • Per-criterion scores that show how each rubric requirement was met
  • A total grade for the submitted response or batch of responses
  • Feedback comments that explain the grade in language instructors can review before sharing

Example workflow

How a team might use it

An online course team sends a batch of written quiz responses and the grading rubric through the REST/JSON API. Quiz Grader returns per-criterion scores, total grades, and feedback comments. The team reviews exceptions, surfaces feedback to students, exports grades to its own learning system, and uses aggregate analytics to decide which lesson needs clarification next.

Connect to your workflow

Use REST/JSON to send inputs and retrieve results from your application. Read-only MCP is available for supported services. Your team reviews the results and controls actions in its own systems.

More in this bundle

Drop-off Alert

Use lesson progress and completion records to find where learners stop, with drop-off severity and stalled-learner lists.

Engagement Decay

Turn learner activity and course progress into engagement-risk scores and lists of students who may need support.