MAA Intelligence MCP Server

by medicalaialliance Your server? Claim it

not responding

MAA Intelligence is listed as active in the registry but did not answer our last check. It exposes 5 tools.

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

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 27 days of history · worst day 0%

27 days agonow

2.2%

Uptime 24h

2 of 91 checks

Tools

read from the server

433 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 5

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 31 August 2026. No other catalogue keeps this.

31 Aug a tool description was rewritten4 times that day get_company

31 Aug a tool appeared get_stock_quote

and 3 more, back to 31 August 2026

MAA Intelligence does not always answer

Over the last week it answered 6.6% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add intelligence --transport http https://medicalaialliance.org/api/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "intelligence": {
      "url": "https://medicalaialliance.org/api/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.intelligence]
url = "https://medicalaialliance.org/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "intelligence": {
      "url": "https://medicalaialliance.org/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "intelligence": {
      "url": "https://medicalaialliance.org/api/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

approvals

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.

companies

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.

company

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.

industry

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.

stock

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.

Endpoints

URL	Transport	State	Latency	Checked
https://medicalaialliance.org/api/mcp	streamable-http	answering	80 ms	6 min ago

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MAA Intelligence — questions

Answers built from our own checks of this server.

What can MAA Intelligence do?

It exposes 5 tools, read directly from the server on our last check. Among them: get_company, get_stock_quote, industry_overview, search_approvals, search_companies. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is MAA Intelligence working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 2 of 91 checks got a reply (2.2%), average response time 433 ms. The bar chart above shows every period we have measured.

Is MAA Intelligence still maintained?

The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.

The registry lists MAA Intelligence as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect MAA Intelligence?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MAA Intelligence need an API key?

No. MAA Intelligence completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is MAA Intelligence?

It answers our handshake in 433 ms on average, which is faster than 37% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.