# co.brightkey/education-data

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

- **Type:** MCP server
- **Trust:** 60/100 (B), scored on the content rubric
- **Verification:** community-indexed — nobody has claimed this listing
- **Version:** 0.1.2
- **Author:** co.brightkey
- **License:** Unknown
- **Endpoints:** streamable-http https://brightkey.co/api/mcp
- **Source:** https://brightkey.co
- **Endpoint health:** reachable (last checked 2026-09-07T13:01:28.119Z, 3 samples) — uptime is not a security property and is not part of the trust score
- **Compatible clients:** claude-code, cursor, copilot, chatgpt, gemini (basis: transport)

## Trust

60/100 (B), scored on the content rubric
- Publisher verified: no
- Install scripts: nothing suspicious found
- Prompt-injection scan: clean
- Obfuscation scan: clean
- Evidence age: 0 days

## Security scan

- **Status:** clean
- **Scanned:** 2026-09-07T13:01:28.119Z
- **Version scanned:** live
- **CVEs:** no coverage — this entry has no package coordinates to query OSV against, so "no known CVEs" is NOT asserted for it.

## Tools

8 declared. Observed from a live `tools/list` probe.
- `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. Bilingual.
- `compare_universities` — Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).
- `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' for the ranked list.
- `match_schools` — List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tie
- `answer_education_question` — Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced
- `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>).

## Install

**Verdict: review** — Installable, but 2 things to check first: No CVE coverage: this entry has no npm/PyPI coordinates to query OSV against, so "no known vulnerabilities" is not a claim that can be made about it.
**Cautions** (coverage gaps and advisories — never blocking)
- No CVE coverage: this entry has no npm/PyPI coordinates to query OSV against, so "no known vulnerabilities" is not a claim that can be made about it.
- No publisher has proved control of this listing; it is indexed, not vouched for.
**Config** (claude-code):
```json
"{\n  \"mcpServers\": {\n    \"education-data\": {\n      \"type\": \"http\",\n      \"url\": \"https://brightkey.co/api/mcp\"\n    }\n  }\n}"
```

## Blast radius

Contained to moderate — no credential declaration found, from the publisher, the upstream registry, or the README. Known so far: runs on someone else's infrastructure; read-only tool surface.
- Floor 9, ceiling 27 (tier: unknown)
- `unknown` means the floor and ceiling land in different bands — not measured enough to name one. It does not mean low.
- This is impact, not likelihood. A high radius is not a defect: a filesystem server is supposed to write files. It is never part of the trust score.

## Machine-readable views of this entry

- Signed JSON: https://forgeregistry.com/api/v1/packages/co.brightkey%2Feducation-data
- Install plan: https://forgeregistry.com/api/v1/packages/co.brightkey%2Feducation-data/install-plan
- Alternatives: https://forgeregistry.com/api/v1/alternatives/co.brightkey%2Feducation-data
- HTML page: https://forgeregistry.com/registry/co.brightkey%2Feducation-data
- MCP: POST https://forgeregistry.com/api/mcp → `forge_get_package` / `forge_install_plan`

## About this document

Generated by Forge (https://forgeregistry.com) — a compact rendering of the same record served, signed, at the JSON URL above. Trust and scan facts are the registry's own measurements; anything Forge did not measure is named as unmeasured rather than omitted.