MAA Intelligence

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Korean listed medical AI, biotech and device companies linked to MFDS and FDA regulatory records.

Finance & Payments Health & Science

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Call this server's tools from your browser. Nothing to install.

https://medicalaialliance.org/api/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

get_company

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, capital changes, market actions, updated daily). For the live stock quote use get_stock_quote.

identifierstring, required

Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130').

languagestring

Language for narrative fields. Default en.

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Tools (5)

get_company

Argument	Type	Description
language	string	Language for narrative fields. Default en.
identifier*	string	Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130').

Input schema (JSON)

{
  "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')."
    }
  }
}

get_stock_quote

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.

Argument	Type	Description
identifier*	string	Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130').

Input schema (JSON)

{
  "type": "object",
  "required": [
    "identifier"
  ],
  "properties": {
    "identifier": {
      "type": "string",
      "description": "Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130')."
    }
  }
}

industry_overview

Aggregate view of the Korean medical AI and biotech sector as indexed by MAA: company counts by sector, total regulatory records by source, and measured AI visibility (how well these companies' own websites can be read by AI systems). Use this for questions about the sector as a whole rather than one company.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

search_approvals

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.

Argument	Type	Description
limit	number	Max results (default 25, cap 50).
query	string	Keyword in the product name, e.g. 'stroke', '심전도', 'CAR-T'.
since	string	Only records decided on or after this date (YYYY-MM-DD).
agency	string	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	string	Restrict to one company (name or ticker).

Input schema (JSON)

{
  "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)."
    }
  }
}

search_companies

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.

Argument	Type	Description
limit	number	Max results (default 20, cap 50).
query	string	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	boolean	Only companies holding US FDA 510(k) clearances.
category	string	Sector filter.
member_only	boolean	Only MAA member companies.

Input schema (JSON)

{
  "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."
    }
  }
}