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Can Claude tell me my SAT percentile?

Roughly, from an older year. Claude has seen College Board percentile tables up to its training cutoff, but the tables are updated each year, and the class of 2026 report came out in fall 2026. From memory it may also mix up the user group and nationally representative percentiles. Connect the free SAT Score Percentiles server and Claude reads both percentiles from the College Board tables, plus the class of 2026 mean and state averages.

What Claude does alone, and what needs the server

Claude on its own

  • Explains what a percentile means and how SAT sections combine.
  • Gives an approximate percentile from older tables.

With the SAT Score Percentiles server

  • User group and nationally representative percentiles for total, Math and Reading and Writing.
  • The class of 2026 mean, score bands and test-taker counts.
  • Average scores and participation by state.

A real call to the live server

We sent this to the hosted server on 2026-11-03. The answer below is the server's own text, not a mock-up. Live values will differ when you ask.

You ask

What percentile is a 1350 on the SAT?

Tool call

get_sat_percentile {"score":1350,"section":"total"}

Server answer

An SAT total score of 1350 is at the 89th percentile of recent SAT takers (College Board user group percentile) and the 94th percentile of all US 11th and 12th graders (nationally representative percentile). It is 305 points above the class of 2026 mean of 1045 (1,954,833 test takers). 19% of the class of 2026 (377,381 students) scored 1200-1390.

Connect it in 1 minute

One URL, no token, no account. In Claude.ai or Claude Desktop open Settings, then Connectors, then Add custom connector, and paste the URL.

Connector URL

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

Claude Code

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

Cursor (~/.cursor/mcp.json)

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

VS Code (.vscode/mcp.json)

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

All 4 tools, sources and more prompts: SAT score percentiles MCP server · ExamScoreCalc

Questions

Can Claude tell me my SAT percentile?
Roughly, from an older year. Claude has seen College Board percentile tables up to its training cutoff, but the tables are updated each year, and the class of 2026 report came out in fall 2026. From memory it may also mix up the user group and nationally representative percentiles. Connect the free SAT Score Percentiles server and Claude reads both percentiles from the College Board tables, plus the class of 2026 mean and state averages.
What is the difference between the two percentiles?
The user group percentile compares you with recent SAT takers. The nationally representative one compares you with all US 11th and 12th graders, including students who do not take the SAT, so it is higher.
Is this live data?
It is static data from the College Board class of 2026 report. It will be rebuilt when the class of 2027 report comes out.
Is the server free?
Yes. The SAT Score Percentiles server is free at its hosted URL with no token, key or account. The source is open on GitHub.

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