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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

claude mcp add --transport http education-data https://brightkey.co/api/mcp

[mcp_servers.education-data]
url = "https://brightkey.co/api/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "education-data": {
      "type": "remote",
      "url": "https://brightkey.co/api/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "education-data": {
      "type": "http",
      "url": "https://brightkey.co/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=education-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYnJpZ2h0a2V5LmNvL2FwaS9tY3AifQ%3D%3D"
}

{
  "servers": {
    "education-data": {
      "type": "http",
      "url": "https://brightkey.co/api/mcp"
    }
  }
}

{
  "mcpServers": {
    "education-data": {
      "httpUrl": "https://brightkey.co/api/mcp"
    }
  }
}

extensions:
  "education-data":
    enabled: true
    name: "education-data"
    type: streamable_http
    uri: "https://brightkey.co/api/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations8 of 8 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_universities (destructiveHint, idempotentHint); answer_education_question (destructiveHint, idempotentHint); match_schools (destructiveHint, idempotentHint); …
pass
tools.token_costabout 862 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 862 tokens to load them all · tool set 142ad712ba64 · checked 2026-10-19 22:46 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository

provenance55

liveness100

freshness85

hygiene80

+dns-namespace +website +reachable +uptime-99% ~updated-85d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://brightkey.co/api/mcp` streamable-http	none	yes	99%	686 ms	2025-11-25	2026-10-19

Tools (8)

`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.
`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).
`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.
`fetch`read-only	Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).
`get_university_profile`read-only	Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.
`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.
`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.
`search`read-only	Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "co.brightkey/education-data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json",
  "remotes": [
    {
      "url": "https://brightkey.co/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.2",
  "websiteUrl": "https://brightkey.co",
  "description": "Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers."
}