mcp-registry/org.medicalaialliance/intelligence · v1.0.0
As of 2026-10-27 11:16 UTC, the Medicalaialliance Intelligence MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Korean listed medical AI, biotech and device companies linked to MFDS and FDA regulatory records.
Point your MCP client at this streamable-http endpoint: https://medicalaialliance.org/api/mcp
5 of 5 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Forg.medicalaialliance%2Fintelligence/fixes
{
"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
}
}{
"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
}
}{
"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
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/org.medicalaialliance/intelligence"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/org.medicalaialliance/intelligence"}) over MCP.
search_approvals ~334 tokenssearch_companies ~259 tokensget_company ~235 tokensget_stock_quote ~123 tokensindustry_overview ~112 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Forg.medicalaialliance%2Fintelligence?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Forg.medicalaialliance%2Fintelligence?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Forg.medicalaialliance%2Fintelligence.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Forg.medicalaialliance%2Fintelligence.svg :target: https://glimind.com/server/mcp-registry%2Forg.medicalaialliance%2Fintelligence?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:d9c3a050b69a51d7…, first seen 2026-10-17, included at leaf 11653 of 79,021. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-27 11:16 UTC, the Medicalaialliance Intelligence MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Medicalaialliance Intelligence MCP server advertises 5 tools, including get_company, get_stock_quote, industry_overview, search_approvals, search_companies.
Point your MCP client at this streamable-http endpoint: https://medicalaialliance.org/api/mcp
Glimind scanned all 5 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.