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

up checked 2026-11-11T00:38:12.499Z

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Publisher-provided title

AP Score Distributions

Publisher-provided description

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

Summary by lookupd

Looks up official AP exam score distributions, percentiles, and pass rates, and estimates AP scores from multiple-choice and free-response…

Install

Claude Code, remote (streamable-http)

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

Codex, remote (streamable-http)

codex mcp add ap-score-distributions --url https://ap-score-distributions-mcp.lipmichal.workers.dev/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "ap-score-distributions": {
      "url": "https://ap-score-distributions-mcp.lipmichal.workers.dev/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (5 tools)

Publisher-provided text

• get_ap_score_distribution Returns the College Board score distribution (percent of students scoring 5, 4, 3, 2, 1 and 3 or higher) for an AP exam and year, plus student counts, mean and
• estimate_ap_percentile For an AP exam, year and score from 1 to 5, returns the percent of test takers who scored lower, the same and higher, and the midpoint percentile rank, from the
• compare_ap_exams Ranks AP exams for one year by pass rate (share scoring 3 or higher), share of 5s, mean score or number of test takers (mean and test takers for 2024 and 2025 o
• list_ap_exams Lists every AP exam with College Board score distributions in this server, the years available for each, the source of each year, and which exams have a College
• estimate_ap_score_from_composite Converts multiple-choice correct answers and free-response points into a weighted composite and an estimated AP score, using the scoring worksheet and conversio

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 689 ms
• First indexed: 2026-11-02T03:17:21.637Z
• Last seen in registry: 2026-11-02T03:17:21.637Z
• Repository: https://github.com/theluckystrike/ap-score-distributions-mcp
• Website: https://examscorecalc.com/ap-score-distributions/

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