MAA Intelligence

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "MAA Intelligence": {
      "url": "https://medicalaialliance.org/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• 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.

  Parameters:

  • 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.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • identifier (required) — string — Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130').
  • language — string — Language for narrative fields. Default en.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • identifier (required) — string — Company name, KRX ticker (e.g. '328130'), or index slug (e.g. 'lunit-328130').

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • 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).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.