{"domain":"medicalaialliance.org","name":"Medical AI Alliance","url":"https://inite.ai/en/atlas/medicalaialliance.org","site":"https://medicalaialliance.org","summary":"Publishes a searchable index of 422 Korean listed medical AI companies and 42,000 regulatory records, queryable through an MCP endpoint.","forWhom":null,"useCases":["Look up company profiles, products and pipelines","Browse regulatory approvals and clinical records for Korean medical firms","Connect an AI assistant to the company index via MCP"],"categories":["health"],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-26","apiDocs":null,"openapi":null,"mcp":[{"name":"org.medicalaialliance/intelligence","tie":"namespace","registered":true,"remotes":["https://medicalaialliance.org/api/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-26","toolCount":5,"tools":["search_companies","get_company","get_stock_quote","search_approvals","industry_overview"],"serverName":"MAA Intelligence"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://medicalaialliance.org/api/mcp","checkedSince":"2026-10-26","dailyChecks":2,"uptimePercent":null,"medianMs":887,"signIn":"none","clientRegistration":null,"tools":5,"contextTokens":982,"definitionsGrade":"B","definitionsScore":83,"typedResults":0,"failingChecks":{"annotations":5},"warnings":{},"coverage":{"share":1,"cases":[{"useCase":"Look up company profiles, products and pipelines","verdict":"covered","firstTool":null,"checks":null},{"useCase":"Browse regulatory approvals and clinical records for Korean medical firms","verdict":"covered","firstTool":"search_approvals","checks":null},{"useCase":"Connect an AI assistant to the company index via MCP","verdict":"unsure","firstTool":null,"checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["its tools do every use case checked: \"Look up company profiles, products and pipelines\", \"Browse regulatory approvals and clinical records for Korean medical firms\"","checked on 2 of the 7 days it takes to judge reliability"],"how":["for \"Browse regulatory approvals and clinical records for Korean medical firms\", the likely first call is search_approvals"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"org.medicalaialliance/intelligence","url":"https://medicalaialliance.org/api/mcp","answers":"open","checkedOn":"2026-10-26","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=org.medicalaialliance%2Fintelligence","config":{"mcpServers":{"medicalaialliance":{"url":"https://medicalaialliance.org/api/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http medicalaialliance https://medicalaialliance.org/api/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=medicalaialliance&config=eyJ1cmwiOiJodHRwczovL21lZGljYWxhaWFsbGlhbmNlLm9yZy9hcGkvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22medicalaialliance%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmedicalaialliance.org%2Fapi%2Fmcp%22%7D","connector":{"url":"https://medicalaialliance.org/api/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":null,"llmsTxt":"https://medicalaialliance.org/llms.txt","status":null,"readOn":"2026-10-26"},"trust":{"readOn":"2026-10-26","certifications":[],"training":null},"used":0,"alive":100,"traits":{"buyer":"developer","deployment":"saas-only","developerFocus":null,"readAt":"2026-10-26"},"verifiedPlans":null,"fromVendor":null}