SAT Score Percentiles MCP
SAT score percentiles and class of 2026 SAT averages and participation by state (College Board).
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"sat-score-percentiles-mcp": {
"url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
}
}
}遠端端點
https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcpstreamable-http它能做什麼
工具清單
工具（4）
🟢get_sat_percentile(score, section)
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 (all US 11th and 12th graders). Also compares the score with the class of 2026 national mean (1,954,833 test takers) and score band.
輸入結構描述
{
"type": "object",
"properties": {
"score": {
"type": "integer",
"minimum": 200,
"maximum": 1600,
"description": "SAT score in steps of 10, for example 1350 for a total or 680 for a section."
},
"section": {
"type": "string",
"enum": [
"total",
"rw",
"math"
],
"default": "total",
"description": "total (400-1600), rw (Reading and Writing, 200-800) or math (200-800). Default total."
}
},
"required": [
"score"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_score_for_sat_percentile(percentile, section, group)
The lowest SAT total or section score whose College Board percentile is at or above a target (for example the 75th or 90th percentile), for the user group (SAT takers) or the nationally representative group.
輸入結構描述
{
"type": "object",
"properties": {
"percentile": {
"type": "number",
"minimum": 1,
"maximum": 99,
"description": "Target percentile, 1 to 99, for example 90."
},
"section": {
"type": "string",
"enum": [
"total",
"rw",
"math"
],
"default": "total",
"description": "total (400-1600), rw (Reading and Writing, 200-800) or math (200-800). Default total."
},
"group": {
"type": "string",
"enum": [
"user_group",
"nationally_representative"
],
"default": "user_group",
"description": "user_group (actual SAT takers, default) or nationally_representative (all US 11th and 12th graders)."
}
},
"required": [
"percentile"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_sat_scores_by_state(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, 25th/50th/75th percentile scores, rank by mean, and the national comparison.
輸入結構描述
{
"type": "object",
"properties": {
"state": {
"type": "string",
"minLength": 2,
"maxLength": 30,
"description": "Two-letter code (TX) or full name (Texas). DC, PR and VI also work."
}
},
"required": [
"state"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢rank_states_by_sat(metric, order, limit, min_participation_pct)
Rank the 50 states and DC by class of 2026 SAT mean total, mean Math, mean Reading and Writing, participation rate, percent meeting both benchmarks, or number of test takers. Use min_participation_pct (for example 50) to compare only states where most students take the SAT, since low-participation states have higher means.
輸入結構描述
{
"type": "object",
"properties": {
"metric": {
"type": "string",
"enum": [
"mean_total",
"mean_math",
"mean_rw",
"participation_rate",
"met_both_benchmarks",
"test_takers"
],
"default": "mean_total",
"description": "What to rank by. Default mean_total."
},
"order": {
"type": "string",
"enum": [
"desc",
"asc"
],
"default": "desc",
"description": "desc = highest first (default), asc = lowest first."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 51,
"default": 10,
"description": "How many states to return, 1 to 51. Default 10."
},
"min_participation_pct": {
"type": "number",
"minimum": 0,
"maximum": 100,
"description": "Only include states with at least this participation rate, for example 50."
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}社群
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