SAT Score Percentiles MCP

Connect Remote server

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

{
  "mcpServers": {
    "sat-score-percentiles-mcp": {
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  }
}

{
  "servers": {
    "sat-score-percentiles-mcp": {
      "type": "http",
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp

Tools 4 found in our last check

• get_sat_percentile

  Percentile rank of a digital SAT total score (400-1600) or section score (200-800, Reading and Writing or Math), from the College Board percentile tables: the user group percentile (actual SAT takers, past three graduating classes) and the nationally representative percentile (a…

• get_score_for_sat_percentile

  The lowest SAT total or section score whose College Board percentile is at or above a target (for example the 75th or 90th percentile), for the user group (SAT takers) or the nationally representative group.

• get_sat_scores_by_state

  Class of 2026 SAT results for one state, DC, Puerto Rico or the US Virgin Islands from the College Board 2026 SAT Suite Annual Report state supplement: test takers, participation rate, mean total, Reading and Writing and Math scores, percent meeting college readiness benchmarks,…

• rank_states_by_sat

  Rank the 50 states and DC by class of 2026 SAT mean total, mean Math, mean Reading and Writing, participation rate, percent meeting both benchmarks, or number of test takers. Use min_participation_pct (for example 50) to compare only states where most students take the SAT, sinc…

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