co.brightkey/education-data

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "education-data": {
      "url": "https://brightkey.co/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (8)

• list_universities read-only

  List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.

  Parameters:

  • limit — integer
  • country — string
  • minTier — string
  • acceptsIB — boolean

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_university_profile read-only

  Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.

  Parameters:

  • slug (required) — string — e.g. harvard-university, eth-zurich
  • lang — string — Response language; defaults to en.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• compare_universities read-only

  Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).

  Parameters:

  • a (required) — string
  • b (required) — string
  • lang — string — Response language; defaults to en.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• degree_roi read-only

  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.

  Parameters:

  • country (required) — string — ROI destination slug, or 'all'
  • lang — string — Response language; defaults to en.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• match_schools read-only

  List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.

  Parameters:

  • city — string — e.g. singapore, tokyo, dubai
  • limit — integer
  • curriculum — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• answer_education_question read-only

  Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer.

  Parameters:

  • query (required) — string
  • lang — string — Response language; defaults to en.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• search read-only

  Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().

  Parameters:

  • query (required) — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• fetch read-only

  Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).

  Parameters:

  • id (required) — string
  • lang — string — Response language; defaults to en.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.