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co.brightkey/education-data

MCP serverVerified domain · brightkey.coRemote● LiveFree to try

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

Install

Remote server: your requests and data go to brightkey.co. Claude Code: claude mcp add --transport http education-data https://brightkey.co/api/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • list_universities — List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.
  • get_university_profile — Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Biling
  • compare_universities — Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single
  • degree_roi — 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'
  • match_schools — List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, in
  • answer_education_question — Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns th
  • search — Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().
  • fetch — Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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