MCP Server: io.github.Quantabble/ap-science-diagnostics
This MCP server provides misconception detection for AP Chemistry and Physics 1. It reports a 90% catch rate compared to a 24% baseline. The server exposes two tools, as indicated by its toolCount.
🛠️ Key Features
- Misconception detection for AP Chemistry & Physics 1
- Catch-rate reporting: 90% vs 24% baseline
- 2 available tools
🚀 Use Cases
- Identify misconceptions in AP Chemistry and Physics 1 learning content
- Compare detection performance against a stated baseline
⚡ Developer Benefits
- Small, tool-based integration surface (2 tools)
- Clear performance metric for detection (90% vs 24%)
⚠️ Limitations
- Supported scope is limited to AP Chemistry and Physics 1
- Only a catch-rate metric is described (no additional evaluation details provided)