SAT Score Percentiles MCP
io.github.theluckystrike/sat-score-percentiles-mcptheluckystrikestreamable-httpv1.0.0Scanned
SAT score percentiles and class of 2026 SAT averages and participation by state (College Board).
4 tools: 1 change things and 3 only read.
- Reads private data · 2
- Reads text others write · 0
- Can send data out · 0
- No findings
Anlyon alternative
1 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
4 tools
Changes things 1Claude Code: ask
rank_states_by_satRank 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.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it 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.
Annotations the server declares
- title: Rank states by SAT
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
Only reads 3Show 3 read-only tools
get_sat_percentilePercentile 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…Reads private dataNo findings
Why it is in this group
- The name "get_sat_percentile" says "get": a word for reading.
What it can reach
- private-dataThe description's first sentence says "table": it reads databases.
Description, as the server wrote it 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.
Annotations the server declares
- title: SAT percentile
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_sat_scores_by_stateClass 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 r…Reads private dataNo findings
Why it is in this group
- The name "get_sat_scores_by_state" says "get": a word for reading.
What it can reach
- private-dataThe description's first sentence says "meeting": it reads calendars.
Description, as the server wrote it 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.
Annotations the server declares
- title: SAT scores by state
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_score_for_sat_percentileThe 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 natio…No findings
Why it is in this group
- The name "get_score_for_sat_percentile" says "get": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- title: SAT score for percentile
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged untrusted-input or outbound.
- Reads private data2
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write0
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http sat-score-percentiles https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcpclaude mcp add --transport http sat-score-percentiles https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__sat-score-percentiles__get_sat_percentile",
"mcp__sat-score-percentiles__get_score_for_sat_percentile",
"mcp__sat-score-percentiles__get_sat_scores_by_state"
],
"ask": [
"mcp__sat-score-percentiles__rank_states_by_sat"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as sat-score-percentiles. Review it before you use it.
Capability tags behind 2 rules
- mcp__sat-score-percentiles__get_sat_percentile private-data
- mcp__sat-score-percentiles__get_sat_scores_by_state private-data
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/io.github.theluckystrike/sat-score-percentiles-mcp/verify?hash=b9ef5ab3a3198e126fc0170405bcea1800b8860fa6a461bd45a58523c8dd6639" | jq -e '.changed == false'Pinned hash b9ef5ab3a319, from Nov 3, 2026, 08:18 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/io.github.theluckystrike/sat-score-percentiles-mcp/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/io.github.theluckystrike/sat-score-percentiles-mcp)Source: MCP Registry · repository. Synced Nov 3, 2026, 08:18 UTC.