co.brightkey/education-data

MCPcommunitylive
v0.1.2co.brightkeyUnknownUpdated 2mo ago

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

Endpoint healthlive
checked 3 days ago · 234ms
100% of the last 6 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
2mo agoLast update
Package
Authorco.brightkey
LicenseUnknown
Version0.1.2
Sourcemcp-registry
Trust Status
B
60/100Good
Hosted endpoint only: this assessment covers who publishes it and whether it answers, not the code behind it. No CVE, dependency or source analysis applies, so nothing here is a clean bill for that code.
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: this listing has no repository on file, so `forge publish` cannot verify ownership automatically. Use "Claim this listing" above — Forge reviews these by hand.
—Domain verification+0/10
→ Not currently available for this listing type — the domain-verification check only runs for npm-backed packages today, so this row cannot be earned here yet regardless of what's hosted at the domain.
✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface8 tools · none privileged
Security scan✓ Cleanvlive · 1mo agoHow well does this scan work?
EvalsNone
IndexedJun 26, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

8 tools · none privileged
Observed live from the vendor's endpoint1mo ago

Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.

  • https://brightkey.co/api/mcp8 tools · 253ms
list_universitiesList BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.

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

ParameterTypeDescription
countrystring—
acceptsIBboolean—
minTierstring—
limitinteger—
get_university_profileFull BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.

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

ParameterTypeDescription
slug*stringe.g. harvard-university, eth-zurich
langstringResponse language; defaults to en.
compare_universitiesCompare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).

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

ParameterTypeDescription
a*string—
b*string—
langstringResponse language; defaults to en.
degree_roi5-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.

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.

ParameterTypeDescription
country*stringROI destination slug, or 'all'
langstringResponse language; defaults to en.
match_schoolsList BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.

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

ParameterTypeDescription
citystringe.g. singapore, tokyo, dubai
curriculumstring—
limitinteger—
answer_education_questionSearch BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer.

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

ParameterTypeDescription
query*string—
langstringResponse language; defaults to en.
searchSearch across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().

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

ParameterTypeDescription
query*string—
fetchFetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).

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

ParameterTypeDescription
id*string—
langstringResponse language; defaults to en.

8 of 8 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

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

Keywords
mcp
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No dependency coverage

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