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OMOP MCP Server

MCP server for mapping clinical terminology to OMOP concepts using LLMs, with vocabulary search and batch processing capabilities.

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 8 credentials: OMOPHUB_API_KEY, AZURE_OPENAI_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, GOOGLE_API_KEY, OPENROUTER_API_KEY, GROQ_API_KEY, HUGGINGFACEHUB_API_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configMCP_CONFIG_PATH
configOMOP_DATA_FILE
🔐 secretOMOPHUB_API_KEYCopy .env.template to .env and fill in your API credentials. You will need both an LLM provider key and an [](https://omophub.com) (for vocabulary lookups).
configMODEL_NAME
configAZURE_OPENAI_ENDPOINT
🔐 secretAZURE_OPENAI_API_KEY
configAZURE_API_VERSION
🔐 secretOPENAI_API_KEY
🔐 secretANTHROPIC_API_KEY
🔐 secretGOOGLE_API_KEY
🔐 secretOPENROUTER_API_KEY
🔐 secretGROQ_API_KEY
🔐 secretHUGGINGFACEHUB_API_TOKEN
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/ohnlp-omop-mcp-13e6je)](https://m8ven.ai/mcp/ohnlp-omop-mcp-13e6je)
commit: 76281557f684677e3a5980403c8c4d3b42d7b841
code hash: 0be9befb46637ece1dce7a0e115e2c5f1ad7f6b45adb06b3a5eee18cb85c5475
verified: 6/17/2026, 11:30:47 AM
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