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SAT Score Percentiles MCP

R0· no sign-in

SAT score percentiles and class of 2026 SAT averages and participation by state (College Board).

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust96of 100
Uptime, 30 days95%
Latency p50320 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "sat-score-percentiles-mcp": {
      "type": "http",
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  }
}
claude mcp add --transport http sat-score-percentiles-mcp https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp
[mcp_servers.sat-score-percentiles-mcp]
url = "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "sat-score-percentiles-mcp": {
      "type": "remote",
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "sat-score-percentiles-mcp": {
      "type": "http",
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=sat-score-percentiles-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc2F0LXNjb3JlLXBlcmNlbnRpbGVzLW1jcC5saXBtaWNoYWwud29ya2Vycy5kZXYvbWNwIn0%3D"
}
{
  "servers": {
    "sat-score-percentiles-mcp": {
      "type": "http",
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  }
}
{
  "mcpServers": {
    "sat-score-percentiles-mcp": {
      "httpUrl": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    }
  }
}
extensions:
  "sat-score-percentiles-mcp":
    enabled: true
    name: "sat-score-percentiles-mcp"
    type: streamable_http
    uri: "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 995 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
  • pass
    stability.new_linksno tool change named a new site
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 995 tokens to load them all · tool set 33b3f71db2de · checked 2026-11-14 07:36 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance90
liveness98
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-95% +updated-11d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp streamable-httpnoneyes95%320 ms2025-11-252026-11-14

Tools (4)

get_sat_percentileread-onlyPercentile 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.
get_sat_scores_by_stateread-onlyClass 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.
get_score_for_sat_percentileread-onlyThe 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.
rank_states_by_satread-onlyRank 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.

Schemas: list_tools.

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Official server.json
{
  "name": "io.github.theluckystrike/sat-score-percentiles-mcp",
  "title": "SAT Score Percentiles MCP",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://sat-score-percentiles-mcp.lipmichal.workers.dev/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/theluckystrike/sat-score-percentiles-mcp",
    "source": "github"
  },
  "websiteUrl": "https://examscorecalc.com",
  "description": "SAT score percentiles and class of 2026 SAT averages and participation by state (College Board)."
}