{"serverId":"mcp-registry/org.medicalaialliance/intelligence","tools":[{"name":"get_company","fixed":{"name":"get_company","description":"Full profile of one company: business overview, products, R&D, financials for the last three years, a breakdown of its regulatory record (MFDS device and drug approvals, clinical trial authorisations, Innovative Medical Device and Orphan Drug designations, US FDA 510(k) clearances and FDA drug approvals), global clinical trials (ClinicalTrials.gov, updated weekly), research publications (PubMed, updated daily), patents (KIPRIS, updated monthly) and key exchange disclosures (KRX KIND — contracts,","inputSchema":{"type":"object","required":["identifier"],"properties":{"language":{"enum":["ko","en"],"type":"string","description":"Language for narrative fields. Default en."},"identifier":{"type":"string","description":"Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":235,"tokensAfter":235},{"name":"get_stock_quote","fixed":{"name":"get_stock_quote","description":"Live stock quote for one indexed company: price (KRW), daily change, market cap, PER, PBR, 52-week range. Real-time market data — call again for current values; do not treat a quoted price as durable.","inputSchema":{"type":"object","required":["identifier"],"properties":{"identifier":{"type":"string","description":"Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":123,"tokensAfter":123},{"name":"search_approvals","fixed":{"name":"search_approvals","description":"Search regulatory records across all indexed companies. Sources: Korea MFDS (device approvals, drug approvals, clinical trial authorisations, Innovative Medical Device designations, Orphan Drug designations) and the US FDA (510(k)). Use agency='MFDS_INNO' for Innovative Medical Device designations — only 136 exist nationwide, so holding one is a strong signal. Use agency='MFDS_TRIAL' for pipeline.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Max results (default 25, cap 50)."},"query":{"type":"string","description":"Keyword in the product name, e.g. 'stroke', '심전도', 'CAR-T'."},"since":{"type":"string","description":"Only records decided on or after this date (YYYY-MM-DD)."},"agency":{"enum":["FDA","MFDS","MFDS_DRUG","MFDS_TRIAL","MFDS_INNO","MFDS_RARE"],"type":"string","description":"FDA=US 510(k) · MFDS=Korean device approval · MFDS_DRUG=Korean drug approval · MFDS_TRIAL=clinical trial authorisation (pipeline, not an approval) · MFDS_INNO=Innovative Medical Device designation · MFDS_RARE=Orphan Drug designation"},"company":{"type":"string","description":"Restrict to one company (name or ticker)."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":334,"tokensAfter":334},{"name":"search_companies","fixed":{"name":"search_companies","description":"Search Korean listed medical AI, biotech, medical device, pharma and healthcare infrastructure companies. Use this to find companies by name, business keyword, sector, or stock exchange. Returns a summary line per company. Call get_company afterwards for full detail on a specific one.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Max results (default 20, cap 50)."},"query":{"type":"string","description":"Company name (Korean or English) or business keyword, e.g. 'Lunit', '루닛', 'colorectal cancer diagnostics', 'CAR-T'. Omit to list by category alone."},"has_fda":{"type":"boolean","description":"Only companies holding US FDA 510(k) clearances."},"category":{"enum":["medical-ai","biotech","devices","pharma","infra"],"type":"string","description":"Sector filter."},"member_only":{"type":"boolean","description":"Only MAA member companies."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":259,"tokensAfter":259}],"toolsChanged":4,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}