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OMOPHub

OMOPHub MCP Server

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by OMOPHub

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.

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 100+ 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

Sign up at omophub.com → create an API key in your dashboard.

2. Add to Your AI Client

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

{
  "mcpServers": {
    "omophub": {
      "command": "npx",
      "args": ["-y", "@omophub/omophub-mcp"],
      "env": {
        "OMOPHUB_API_KEY": "oh_your_key_here"
      }
    }
  }
}
claude mcp add omophub -- npx -y @omophub/omophub-mcp
# Then set OMOPHUB_API_KEY in your environment

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

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

Add to .vscode/mcp.json:

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

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

# 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.

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:

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

VS Code (.vscode/mcp.json):

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

Cursor / Windsurf:

{
  "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.

# 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

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_conceptsget_hierarchymap_concept

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

Validate a code → get_concept_by_codemap_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

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

# 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:

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:

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

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

Run locally:

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

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Maintenance

Maintainers
Response time
1wRelease cycle
9Releases (12mo)

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