$ loading_
Detects AP Chemistry and Physics 1 misconceptions and pinpoints conceptual gaps.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "Quantabble — AP Science Misconception Diagnostics" MCP server from askskill: Run: claude mcp add --transport http 'io-github-quantabble-ap-science-diagnostics' 'https://quantabble-api.chemandphysicsmastery.workers.dev'
Analyze this AP Chemistry multiple-choice response set, identify the student's most likely misconceptions, and output them by misconception type, supporting questions, and severity.
A misconception diagnosis listing key conceptual errors, question-level evidence, and prioritized remediation suggestions.
Based on AP Physics 1 responses, identify the most common mechanics misconceptions and provide prioritized review topics and practice recommendations.
A prioritized review plan showing which physics concepts the student should correct first.
Summarize a class's AP science response data, compare the most concentrated misconceptions in AP Chemistry and AP Physics 1, and identify the highest-risk topics in each.
A class-level comparison report showing shared and distinct misconception patterns across both subjects.
No documentation provided
Check the source repo for usage and examples.
Helps developers learn coding concepts, review code, and build learning paths.
Analyze test reports across runs to find regressions, fixes, and persistent failures.
Break down complex problems into verifiable reasoning steps with confidence and visualization.
Access IT and programming quizzes by category with answer checking tools.
Helps users analyze problems, plan solutions, generate code, and verify results.
Run local QA checks for APIs, test cases, errors, and SLA evaluation.