# MAA Intelligence (remote · medicalaialliance.org)

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

- Trust score: 76/100 (medium)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- remote · `medicalaialliance.org`: 76/100 (this document), [markdown](https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp.md), [page](https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp)

## Channel facts

- Endpoint: `https://medicalaialliance.org/api/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-20.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 71/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 825 tokens (~165/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 80/100
  - Stability observed for 24 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the MAA Intelligence MCP server?

MAA Intelligence is a hosted endpoint at https://medicalaialliance.org/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

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

### Cursor

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

### VS Code

```json
{
  "servers": {
    "org-medicalaialliance-intelligence": {
      "type": "http",
      "url": "https://medicalaialliance.org/api/mcp"
    }
  }
}
```

### Codex

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

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "org-medicalaialliance-intelligence": {
      "type": "remote",
      "url": "https://medicalaialliance.org/api/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add org-medicalaialliance-intelligence --url 'https://medicalaialliance.org/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  org-medicalaialliance-intelligence:
    url: "https://medicalaialliance.org/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "org-medicalaialliance-intelligence": {
      "Transport": "http",
      "Url": "https://medicalaialliance.org/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add org-medicalaialliance-intelligence -t streamable-http -u 'https://medicalaialliance.org/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "org-medicalaialliance-intelligence": {
      "type": "http",
      "url": "https://medicalaialliance.org/api/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-20 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-16 (score 74, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 73, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 72, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-10 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-05 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (5)

### `search_companies` (~170 tokens)

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.

Input parameters:

- `category` (string): Sector filter.
- `has_fda` (boolean): Only companies holding US FDA 510(k) clearances.
- `limit` (number): Max results (default 20, cap 50).
- `member_only` (boolean): Only MAA member companies.
- `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.

### `get_company` (~179 tokens)

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.

Input parameters:

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

### `get_stock_quote` (~92 tokens)

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.

Input parameters:

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

### `search_approvals` (~244 tokens)

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.

Input parameters:

- `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 ·…
- `company` (string): Restrict to one company (name or ticker).
- `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).

### `industry_overview` (~70 tokens)

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.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp#diagnostics

## Score history

- 2026-09-20: 76
- 2026-09-19: 75
- 2026-09-18: 75
- 2026-09-17: 74
- 2026-09-16: 74
- 2026-09-15: 73
- 2026-09-14: 73
- 2026-09-13: 72
- 2026-09-12: 72
- 2026-09-11: 71
- 2026-09-10: 71
- 2026-09-09: 70
- 2026-09-08: 70
- 2026-09-07: 70
- 2026-09-06: 69
- 2026-09-05: 69
- 2026-09-04: 68
- 2026-09-03: 68
- 2026-09-02: 67
- 2026-09-01: 67
- 2026-08-31: 66
- 2026-08-30: 66
- 2026-08-29: 66
- 2026-08-28: 65
- 2026-08-27: 65

## Common questions

### What is the MAA Intelligence MCP server?

MAA Intelligence is an MCP server listed in the public MCP registry as org.medicalaialliance/intelligence. Korean listed medical AI, biotech and device companies linked to MFDS and FDA regulatory records. This page covers its hosted endpoint (https://medicalaialliance.org/api/mcp).

### Is the MAA Intelligence MCP server safe to use?

MAA Intelligence scores 76 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the MAA Intelligence MCP server expose?

MAA Intelligence exposes 5 tools: search_companies, get_company, get_stock_quote, search_approvals, industry_overview. Their descriptions and schemas cost roughly 755 tokens of context every time the server is loaded.

### Does the MAA Intelligence MCP server require authentication?

No. We connected to MAA Intelligence without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the MAA Intelligence MCP server still maintained?

MAA Intelligence is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://medicalaialliance.org/api/mcp
- Repository: https://github.com/austinpw-cloud/maa-website
- Website: https://medicalaialliance.org/
- Changelog RSS feed: https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/org-medicalaialliance-intelligence/api-mcp