mcp server
education-data
Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers.
Description as published by the maintainer. Source
- version 0.1.2
- active
active — Registry entry last updated 2026-07-27.
What this server can do
8 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.
answer_education_question(lang, query)- Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer. Required: query.
compare_universities(a, b, lang)- Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank). Required: a, b.
degree_roi(lang, country)- 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. Required: country.
fetch(id, lang)- Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>). Required: id.
get_university_profile(lang, slug)- Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual. Required: slug.
list_universities(limit, country, minTier, acceptsIB)- List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.
match_schools(city, limit, curriculum)- List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.
search(query)- Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch(). Required: query.
Last successful function declaration observed on . Source: https://brightkey.co/api/mcp. We list what the server declared; we do not call any of these functions.
Endpoint status observed on . Source: https://brightkey.co/api/mcp.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| Latest published version | 0.1.2 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-27 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-07-27 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| mcp tools declared | 8 tools | Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. | as of probe | brightkey.co | |
| mcp endpoint status | ok | The server listed 8 functions when asked. | as of probe | brightkey.co |
Where to get it
This record as data
Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.
GET /api/v1/entries/mcp_server.json