sat-score-percentiles-mcp

SAT score percentiles for any total or section score, the score needed for a target percentile, and class of 2026 SAT results for every state from the College Board 2026 SAT Suite Annual Report. No key, no sign-up. Version 1.0.0.

Tools

get_sat_percentilePercentile of any SAT total (400-1600) or section score (200-800): College Board user group and nationally representative percentiles, plus where it sits in the class of 2026.
get_score_for_sat_percentileThe SAT total or section score needed to reach a target percentile, for example the 90th.
get_sat_scores_by_stateClass of 2026 SAT results for any state, DC, Puerto Rico or the US Virgin Islands: test takers, participation, mean scores, benchmarks and the 25th/50th/75th percentile scores.
rank_states_by_satRank states by class of 2026 mean SAT score, participation rate or benchmark rate, with an optional minimum participation filter.

Connect

Hosted endpoint (Streamable HTTP, no token, no sign-up). Paste it into a Claude.ai custom connector or ChatGPT developer mode:

https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp

Claude Code:

claude mcp add --transport http sat-percentiles https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp

Local stdio (Node 20+):

npx -y github:theluckystrike/sat-score-percentiles-mcp

Source and install notes for Cursor and VS Code: github.com/theluckystrike/sat-score-percentiles-mcp

Digital SAT score calculators and practice score conversions are on examscorecalc.com.

Part of the Zovo MCP collection: https://mcp.zovo.one