io.github.OMOPHub/omophub-mcp

Official

by OMOPHub · TypeScript

Search, lookup, map, and navigate OMOP medical vocabularies via AI agents

The OMOPHub MCP server provides AI-agent access to OMOP medical vocabularies. It supports search, lookup, map, and navigation of 11M+ OMOP concepts, including SNOMED CT, ICD-10, RxNorm, LOINC, and other vocabularies. It is designed to be used from any MCP-compatible client.

🛠️ Key Features

Search OMOP concepts
Lookup vocabulary entries
Map between medical vocabularies
Navigate OMOP vocabularies
Covers 11M+ OMOP concepts
Includes SNOMED CT, ICD-10, RxNorm, and LOINC (and more)

🚀 Use Cases

Retrieve and explore clinical terminology for AI agents
Perform concept mapping using OMOP vocabularies
Use OMOP vocabulary data from an MCP-compatible client

⚡ Developer Benefits

Works with MCP-compatible clients (e.g., Claude, Cursor, VS Code)
Integrates into LLM-tooling workflows via Model Context Protocol

⚠️ Limitations

Source material does not specify supported operations beyond search, lookup, map, and navigate, nor any data coverage details beyond “11M+ OMOP concepts.”

Topics

ai-agentclinical-dataconcept-mappinghealthcareicd10llm-toolsloincmcpmcp-servermedical-vocabulariesmodel-context-protocolohdsiohdsi-vocabularyomoprxnormsnomedtypescriptvocabulary-mappingfhirfhir-terminology

README.md12 KBView on GitHub

OMOPHub MCP Server

Medical vocabularies for AI agents.
Search, map, and navigate 11M+ OMOP concepts: SNOMED CT, ICD-10, RxNorm, LOINC, and more. Directly from Claude, Cursor, VS Code, or any MCP-compatible client.

Quick Start · Tools · Examples · Docs · Website

Why OMOPHub MCP?

Working with medical vocabularies today means downloading multi-gigabyte CSV files, loading them into a local database, and writing SQL to find what you need. Every time.

OMOPHub MCP Server gives your AI assistant instant access to the entire OHDSI ATHENA vocabulary. No database setup, no CSV wrangling, no context switching. Just ask.

code

You: "Map ICD-10 code E11.9 to SNOMED"

Claude: Found it - E11.9 (Type 2 diabetes mellitus without complications)
        maps to SNOMED concept 201826 (Type 2 diabetes mellitus)
        via standard 'Maps to' relationship.

Use cases:

Concept lookup - Find OMOP concept IDs for clinical terms in seconds
Cross-vocabulary mapping - Map between ICD-10, SNOMED, RxNorm, LOINC, and 120+ vocabularies
Hierarchy navigation - Explore ancestors and descendants for phenotype definitions
Concept set building - Let your AI agent assemble complete concept sets for cohort definitions
Code validation - Verify medical codes and check their standard mappings

Quick Start

1. Get an API Key

2. Add to Your AI Client

Claude Desktop

Open Claude Desktop settings > "Developer" tab > "Edit Config". Add to claude_desktop_config.json:

json

{
  "mcpServers": {
    "omophub": {
      "command": "npx",
      "args": ["-y", "@omophub/omophub-mcp"],
      "env": {
        "OMOPHUB_API_KEY": "oh_your_key_here"
      }
    }
  }
}

Claude Code

bash

claude mcp add omophub -- npx -y @omophub/omophub-mcp
# Then set OMOPHUB_API_KEY in your environment

Cursor

Open the command palette and choose "Cursor Settings" > "MCP" > "Add new global MCP server". Add to .cursor/mcp.json:

json

{
  "mcpServers": {
    "omophub": {
      "command": "npx",
      "args": ["-y", "@omophub/omophub-mcp"],
      "env": {
        "OMOPHUB_API_KEY": "oh_your_key_here"
      }
    }
  }
}

VS Code

Add to .vscode/mcp.json:

json

{
  "servers": {
    "omophub": {
      "command": "npx",
      "args": ["-y", "@omophub/omophub-mcp"],
      "env": {
        "OMOPHUB_API_KEY": "oh_your_key_here"
      }
    }
  }
}

Streamable HTTP (Remote / Hosted)

Run the MCP server as an HTTP service that clients connect to via URL:

bash

# Start HTTP server on port 3100
npx -y @omophub/omophub-mcp --transport=http --port=3100 --api-key=oh_your_key_here

# MCP endpoint: http://localhost:3100/mcp
# Health check:  http://localhost:3100/health

Connect MCP clients to / or /mcp. Useful for centralized deployments where multiple AI agents share one server instance.

Hosted (mcp.omophub.com)

Connect directly to the OMOPHub-hosted MCP server - no installation required. Each client authenticates with their own API key via the Authorization header:

Claude Code:

bash

claude mcp add omophub --transport http \
  -H "Authorization: Bearer oh_your_key_here" \
  https://mcp.omophub.com

VS Code (.vscode/mcp.json):

json

{
  "servers": {
    "omophub": {
      "type": "http",
      "url": "https://mcp.omophub.com",
      "headers": { "Authorization": "Bearer oh_your_key_here" }
    }
  }
}

Cursor / Windsurf:

json

{
  "mcpServers": {
    "omophub": {
      "url": "https://mcp.omophub.com",
      "headers": { "Authorization": "Bearer oh_your_key_here" }
    }
  }
}

Note: Claude Desktop's Custom Connectors UI only supports OAuth and cannot send custom headers. Use the npx setup instead.

Docker

bash

# HTTP mode (default in Docker) - serves MCP on port 3100
docker run -e OMOPHUB_API_KEY=oh_your_key_here -p 3100:3100 omophub/omophub-mcp

# Stdio mode (for piping)
docker run -i -e OMOPHUB_API_KEY=oh_your_key_here omophub/omophub-mcp --transport=stdio

3. Start Asking

"What's the OMOP concept ID for type 2 diabetes?"

"Map ICD-10 code E11.9 to SNOMED"

"Show me all descendants of Diabetes mellitus in SNOMED"

Available Tools

Tool	What it does
`search_concepts`	Search for medical concepts by name or clinical term across all vocabularies
`get_concept`	Get detailed info about a specific OMOP concept by `concept_id`
`get_concept_by_code`	Look up a concept using a vocabulary-specific code (e.g., ICD-10 `E11.9`)
`map_concept`	Map a concept to equivalent concepts in other vocabularies (paginated — see note below)
`get_hierarchy`	Navigate concept hierarchy - ancestors, descendants, or both
`list_vocabularies`	List available medical vocabularies with statistics
`semantic_search`	Search using natural language with neural embeddings (understands clinical meaning)
`find_similar_concepts`	Find concepts similar to a reference concept, name, or description
`explore_concept`	Get concept details, hierarchy, and cross-vocabulary mappings in one call
`fhir_resolve`	Resolve a FHIR coded value (incl. administrative codes via the HL7 FHIR-to-OMOP IG ConceptMaps) to its OMOP standard concept and CDM target table
`fhir_resolve_codeable_concept`	Resolve a FHIR CodeableConcept — best match by OHDSI vocabulary preference, honoring `userSelected`

Resources

URI	Description
`omophub://vocabularies`	Full vocabulary catalog with statistics
`omophub://vocabularies/{vocabulary_id}`	Details for a specific vocabulary

Prompts

Prompt	Description
`phenotype-concept-set`	Guided workflow to build a concept set for a clinical phenotype
`code-lookup`	Look up and validate a medical code with mappings and hierarchy

Example Prompts

Find a concept → search_concepts

"Search for metformin in RxNorm"

Cross-vocabulary mapping → map_concept

"I have SNOMED concept 201826 - what's the ICD-10 code?"

Build a concept set → search_concepts → get_hierarchy → map_concept

"Help me build a concept set for Type 2 diabetes including all descendants"

Completeness matters here. map_concept returns one page at a time (page_size 1-200, default 100). A widely-used drug ingredient can have well over a thousand NDC mappings, so a single call is a sample, not the answer. Check has_more in the response and keep incrementing page until it is false — otherwise the concept set looks complete while silently missing codes.

Use find_similar_concepts for exploration, not for this: it is ranked embedding similarity, so it has no notion of set membership and cannot be exhaustive no matter how large page_size is.

Validate a code → get_concept_by_code → map_concept

"Is ICD-10 code E11.9 valid? What does it map to in SNOMED?"

Semantic search → semantic_search

"Find concepts related to 'heart attack'"

Explore a concept → explore_concept

"Give me everything about SNOMED concept 201826"

FHIR-to-OMOP resolution → fhir_resolve

"Resolve FHIR SNOMED code 44054006 to OMOP — what table does it go in?"

CodeableConcept → fhir_resolve_codeable_concept

"This CodeableConcept has both SNOMED 44054006 and ICD-10 E11.9 — which should I use for OMOP?"

Find similar → find_similar_concepts

"What concepts are similar to 'Type 2 diabetes mellitus'?"

Configuration

Environment Variables

Variable	Required	Description
`OMOPHUB_API_KEY`	✅	Your OMOPHub API key
`OMOPHUB_BASE_URL`		Custom API base URL (default: `https://api.omophub.com/v1`)
`OMOPHUB_LOG_LEVEL`		`debug` · `info` · `warn` · `error` (default: `info`)
`OMOPHUB_ANALYTICS_OPTOUT`		Set to `true` to disable analytics headers
`OMOPHUB_USER_AGENT_SUFFIX`		Optional deployment identifier appended to `omophub-mcp/<version>` (default: none)
`MCP_TRANSPORT`		`stdio` (default) or `http`
`MCP_PORT`		HTTP server port (default: `3100`, only used with `http` transport)
`HEALTH_PORT`		Port for standalone health endpoint in stdio mode (default: disabled)

CLI Arguments

bash

# Stdio mode (default)
npx @omophub/omophub-mcp --api-key=oh_your_key --base-url=https://custom.api.com/v1

# HTTP mode
npx @omophub/omophub-mcp --transport=http --port=3100 --api-key=oh_your_key

# Stdio mode with standalone health endpoint
npx @omophub/omophub-mcp --api-key=oh_your_key --health-port=8080

Health Endpoint (Docker / Kubernetes)

In HTTP mode, the health endpoint is available at /health on the same port as the MCP endpoint:

bash

npx @omophub/omophub-mcp --transport=http --port=3100 --api-key=oh_your_key
curl http://localhost:3100/health
# → {"status":"ok","version":"1.5.0","uptime_seconds":42}

In stdio mode, use --health-port for a standalone health endpoint:

bash

HEALTH_PORT=8080 OMOPHUB_API_KEY=oh_your_key npx @omophub/omophub-mcp
curl http://localhost:8080/health

The Docker image defaults to HTTP mode on port 3100 with health checks built in.

Development

bash

git clone https://github.com/OMOPHub/omophub-mcp.git
cd omophub-mcp
npm install
npm run build
npm test

Run locally:

bash

OMOPHUB_API_KEY=oh_your_key npx tsx src/index.ts

Troubleshooting

Error	Solution
`API key required`	Set `OMOPHUB_API_KEY` in your environment or MCP config
`Authentication failed`	API key may be invalid or expired - generate a new one
`Rate limit exceeded`	Automatic retries are built in. For higher limits, upgrade your plan
Tools not appearing	Restart your AI client, verify `npx @omophub/omophub-mcp` runs without errors, check config path

License

MIT - see LICENSE

Install

Configuration

Environment variables

OMOPHUB_API_KEYrequiredsecret

Your OMOPHub API key. Get one at https://omophub.com/dashboard/api-keys

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "omophub-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@omophub/omophub-mcp@1.1.0"
      ],
      "env": {
        "OMOPHUB_API_KEY": "<YOUR_OMOPHUB_API_KEY>"
      }
    }
  }
}

io.github.OMOPHub/omophub-mcp

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

OMOPHub MCP Server

Why OMOPHub MCP?

Quick Start

1. Get an API Key

2. Add to Your AI Client

3. Start Asking

Available Tools

Resources

Prompts

Example Prompts

Configuration

Environment Variables

CLI Arguments

Health Endpoint (Docker / Kubernetes)

Development

Troubleshooting

Links

License

Install

Configuration

Related servers