{"apiVersion":"v1","directorySlug":"brightkey-mcp-37dd2bfa34","title":"BrightKey — Strategic Education Consulting","description":"Strategic education consulting by Priscilla Han. University admissions, school selection, and career discovery for families across Asia Pacific.","pageUrl":"https://www.mcpbundles.com/skills/brightkey-mcp-37dd2bfa34","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://brightkey.co/api/mcp","hostedMcpUrl":null,"toolCount":8,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"co.brightkey/brightkey-mcp-37dd2bfa34","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"list_universities","description":"List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1},"country":{"type":"string"},"minTier":{"enum":["S","A","B","C","D"],"type":"string"},"acceptsIB":{"type":"boolean"}}},"title":"List universities","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_universities","displayName":"List universities"},{"name":"get_university_profile","description":"Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["slug"],"properties":{"lang":{"enum":["en","zh"],"type":"string"},"slug":{"type":"string"}}},"title":"Get university profile","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"get_university_profile","displayName":"Get university profile"},{"name":"compare_universities","description":"Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["a","b"],"properties":{"a":{"type":"string"},"b":{"type":"string"},"lang":{"enum":["en","zh"],"type":"string"}}},"title":"Compare universities","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"compare_universities","displayName":"Compare universities"},{"name":"degree_roi","description":"5-year-after-graduation net ROI + break-even year for a degree. Pass a preset country slug (e.g. germany, uk-oxbridge, us-private) or 'all' for the ranked list.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["country"],"properties":{"lang":{"enum":["en","zh"],"type":"string"},"country":{"type":"string"}}},"title":"Degree ROI","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"degree_roi","displayName":"Degree ROI"},{"name":"match_schools","description":"List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"city":{"type":"string"},"limit":{"type":"integer","maximum":50,"minimum":1},"curriculum":{"type":"string"}}},"title":"Match international schools","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"match_schools","displayName":"Match international schools"},{"name":"answer_education_question","description":"Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"lang":{"enum":["en","zh"],"type":"string"},"query":{"type":"string"}}},"title":"Answer an education question","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"answer_education_question","displayName":"Answer an education question"},{"name":"search","description":"Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"query":{"type":"string"}}},"title":"Search BrightKey","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"search","displayName":"Search BrightKey"},{"name":"fetch","description":"Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["id"],"properties":{"id":{"type":"string"},"lang":{"enum":["en","zh"],"type":"string"}}},"title":"Fetch a BrightKey document by id","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"fetch","displayName":"Fetch a BrightKey document by id"}],"toolSource":"directory_preview","agentAction":"both","installLinks":[{"id":"cursor","label":"Cursor","href":"cursor://anysphere.cursor-deeplink/mcp/install?name=BrightKey-Strategic-Education-Consulting&config=eyJ1cmwiOiAiaHR0cHM6Ly9icmlnaHRrZXkuY28vYXBpL21jcCJ9"},{"id":"vscode","label":"VS Code","href":"vscode:mcp/install?%7B%22name%22%3A%22BrightKey-Strategic-Education-Consulting%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fbrightkey.co%2Fapi%2Fmcp%22%7D"},{"id":"vscode-insiders","label":"VS Code Insiders","href":"vscode-insiders:mcp/install?%7B%22name%22%3A%22BrightKey-Strategic-Education-Consulting%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fbrightkey.co%2Fapi%2Fmcp%22%7D"},{"id":"claude-web","label":"Claude.ai","href":"https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=BrightKey+%E2%80%94+Strategic+Education+Consulting&connectorUrl=https%3A%2F%2Fbrightkey.co%2Fapi%2Fmcp"},{"id":"codex","label":"Codex","copyText":"codex mcp add \"BrightKey-Strategic-Education-Consulting\" --url \"https://brightkey.co/api/mcp\""},{"id":"chatgpt","label":"ChatGPT","href":"https://www.mcpbundles.com/docs/integrations/chatgpt"}],"catalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/brightkey-mcp-37dd2bfa34","callUrl":"https://www.mcpbundles.com/api/directory/v1/servers/brightkey-mcp-37dd2bfa34/tools/{tool}","mcpServerUrl":"https://brightkey.co/api/mcp","liveCatalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/brightkey-mcp-37dd2bfa34?live=1"}