AP Score Distributions MCP

v1.0.0

io.github.theluckystrike/ap-score-distributions-mcp

Official College Board AP score distributions 2026, 2025, 2024: percentiles, pass rates.

transport:streamable-http tools:5

Target client

run in your project directory

claude mcp add --transport http ap-score-distributions-mcp https://ap-score-distributions-mcp.lipmichal.workers.dev/mcp

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs


                get_ap_score_distribution

Read-only

get ap score distribution


                estimate_ap_percentile

estimate ap percentile


                compare_ap_exams

compare ap exams


                list_ap_exams

Read-only

list ap exams


                estimate_ap_score_from_composite

estimate ap score from composite

All 5 tools, one page each

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.