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co.brightkey/education-data

by brightkey.co · remote · no sign-in to list tools · v0.1.2 · published by co.brightkey

Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers.

Changes · 1
CompareRegistry entry

8 tools: 1 change things and 7 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http education-data https://brightkey.co/api/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

8 tools

Changes things 1Claude Code: ask
  • degree_roi5-year-after-graduation net ROI + break-even year for a degree.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
    5-year-after-graduation net ROI + break-even year for a degree. Pass a preset country slug (e.g. germany, uk-oxbridge, us-private) or 'all' for the ranked list.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
Only reads 7Claude Code: allow
  • answer_education_questionSearch BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process).No findings

    Why it is in this group

    • The description's first verb is "search": a word for reading.
    Description, as the server wrote it
    Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • compare_universitiesCompare 2 universities on BrightKey's 6 dimensions.No findings

    Why it is in this group

    • The name "compare_universities" says "compare": a word for reading.
    Description, as the server wrote it
    Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • fetchFetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).No findings

    Why it is in this group

    • The name "fetch" says "fetch": a word for reading.
    Description, as the server wrote it
    Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • get_university_profileFull BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips.No findings

    Why it is in this group

    • The name "get_university_profile" says "get": a word for reading.
    Description, as the server wrote it
    Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • list_universitiesList BrightKey-profiled universities with optional filters.No findings

    Why it is in this group

    • The name "list_universities" says "list": a word for reading.
    Description, as the server wrote it
    List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • match_schoolsList BrightKey-profiled international schools, filtered by city and/or curriculum (e.g.No findings

    Why it is in this group

    • The description's first verb is "list": a word for reading.
    Description, as the server wrote it
    List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.

    Annotations the server declares

    • readOnlyHint: 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.

Install

Pinned to version 0.1.2. Values in angle brackets are yours to fill in.

claude mcp add --transport http education-data https://brightkey.co/api/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__education-data__list_universities",
      "mcp__education-data__get_university_profile",
      "mcp__education-data__compare_universities",
      "mcp__education-data__match_schools",
      "mcp__education-data__answer_education_question",
      "mcp__education-data__search",
      "mcp__education-data__fetch"
    ],
    "ask": [
      "mcp__education-data__degree_roi"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as education-data. Review it before you use it.