{"openapi":"3.0.3","info":{"title":"Gnist Context — University Directory","description":"Search universities worldwide by name and country — domains, web pages, and location.\n\n- **MCP endpoint:** `https://context.gnist.ai/mcp/university/`\n- **Toolkit page:** `/toolkits/university`\n- **Full API spec:** `/api/openapi.json`\n- **Get an API key:** `/signup`","version":"1.0.0","contact":{"name":"GnistAI","url":"https://gnist.ai"}},"servers":[{"url":"https://context.gnist.ai","description":"Production"}],"paths":{"/rest/university/search_universities":{"post":{"tags":["Education"],"summary":"search_universities","description":"Search universities worldwide by name and/or country.\n\nReturns university name, country, domains, and web pages.\nAt least one of name or country should be provided for meaningful results.\n\nArgs:\n    name: Partial university name to search for.\n    country: Country name to filter by.\n    limit: Maximum number of results to return (default 20).\n\nReturns:\n    Dictionary with 'count' and 'universities' list. Each university has\n    name, country, alpha_two_code, state_province, domains, and web_pages.","operationId":"university_search_universities","responses":{"200":{"description":"Successful tool call","content":{"application/json":{"schema":{"type":"object"}}}},"404":{"description":"Server or tool not found"},"500":{"description":"Tool execution error"}},"security":[{"ApiKeyHeader":[]},{"ApiKeyQuery":[]}],"requestBody":{"required":false,"content":{"application/json":{"schema":{"additionalProperties":false,"properties":{"name":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Partial university name to search for (e.g. 'MIT', 'Oxford', 'technol'). Optional."},"country":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Country name to filter by (e.g. 'United States', 'Norway', 'Germany'). Optional."},"limit":{"default":20,"description":"Maximum number of results to return (1-100, default 20).","maximum":100,"minimum":1,"type":"integer"}},"type":"object"}}}}}},"/rest/university/report_feedback":{"post":{"tags":["Education"],"summary":"report_feedback","description":"Report a bug, feature request, or general feedback for this data source.\n\nUse this when something doesn't work as expected, when you'd like\na new feature, or when you have suggestions for improvement.\n\nArgs:\n    feedback: Describe the issue or suggestion.\n    feedback_type: One of 'bug', 'feature_request', or 'general'.","operationId":"university_report_feedback","responses":{"200":{"description":"Successful tool call","content":{"application/json":{"schema":{"type":"object"}}}},"404":{"description":"Server or tool not found"},"500":{"description":"Tool execution error"}},"security":[{"ApiKeyHeader":[]},{"ApiKeyQuery":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"additionalProperties":false,"properties":{"feedback":{"type":"string"},"feedback_type":{"default":"general","type":"string"}},"required":["feedback"],"type":"object"}}}}}}},"tags":[{"name":"Education","description":"Data sources: Education"}],"components":{"securitySchemes":{"ApiKeyHeader":{"type":"apiKey","in":"header","name":"gnist-api-key","description":"API key passed via request header."},"ApiKeyQuery":{"type":"apiKey","in":"query","name":"gnist_api_key","description":"API key passed via query parameter."}}}}