Omophub Mcp

io.github.OMOPHub由 GitHub 帳號 OMOPHub 發布v1.1.0更新於 Oct 24, 2026

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

已驗證STDIO僅桌面知識與記憶資料與分析

概覽

AI 產生的概覽

讓 AI 助理透過 OMOPHub API 搜尋、查詢、對應與瀏覽 SNOMED CT、ICD-10、RxNorm、LOINC 等 OMOP 醫學詞彙集。

可以做什麼
  • 依名稱、概念 ID 或詞彙集代碼搜尋與查詢概念,並支援語意搜尋與相似概念查找
  • 在不同詞彙集之間對應概念,並瀏覽概念的祖先與後代階層
  • 一次呼叫取得概念詳情、階層與跨詞彙集對應,並列出可用詞彙集
  • 將 FHIR 編碼值與 CodeableConcept 解析為 OMOP 標準概念及 CDM 目標資料表
  • 讀取詞彙集目錄資源,並使用概念集建立與代碼查詢的引導式提示
適用情境
適合處理臨床術語的情境:查找 OMOP 概念 ID、在 ICD-10、SNOMED、RxNorm 等詞彙集間對應代碼、驗證代碼,或為表型與世代定義組裝概念集,而不必把 ATHENA CSV 匯入本機資料庫。
執行需求
以 npm 套件透過 npx 在本機執行(需 Node.js),也可使用 Docker 映像或連線廠商託管的 HTTP 端點。需要 OMOPHub 帳號與 API 金鑰,透過 OMOPHUB_API_KEY 提供(託管端點使用 Authorization 標頭)。需要能連線至 OMOPHub API 的網路。
安裝前請注意
必須提供 OMOPHUB_API_KEY 密鑰,請勿寫入共用設定;託管端點以 Authorization 標頭傳遞。使用受 API 速率限制與方案等級約束,除非設定 OMOPHUB_ANALYTICS_OPTOUT,否則會傳送分析標頭。分頁的對應結果若未依 has_more 續查,可能看似完整卻遺漏代碼。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Omophub Mcp,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

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.

[npm version] [Codecov] [npm downloads] [License] [TypeScript] [MCP Compatible]

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.

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

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

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 3100npx -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 3100docker 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

ToolWhat it does
search_conceptsSearch for medical concepts by name or clinical term across all vocabularies
get_conceptGet detailed info about a specific OMOP concept by concept_id
get_concept_by_codeLook up a concept using a vocabulary-specific code (e.g., ICD-10 E11.9)
map_conceptMap a concept to equivalent concepts in other vocabularies (paginated — see note below)
get_hierarchyNavigate concept hierarchy - ancestors, descendants, or both
list_vocabulariesList available medical vocabularies with statistics
semantic_searchSearch using natural language with neural embeddings (understands clinical meaning)
find_similar_conceptsFind concepts similar to a reference concept, name, or description
explore_conceptGet concept details, hierarchy, and cross-vocabulary mappings in one call
fhir_resolveResolve 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_conceptResolve a FHIR CodeableConcept — best match by OHDSI vocabulary preference, honoring userSelected

Resources

URIDescription
omophub://vocabulariesFull vocabulary catalog with statistics
omophub://vocabularies/{vocabulary_id}Details for a specific vocabulary

Prompts

PromptDescription
phenotype-concept-setGuided workflow to build a concept set for a clinical phenotype
code-lookupLook 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

VariableRequiredDescription
OMOPHUB_API_KEY✅Your OMOPHub API key
OMOPHUB_BASE_URLCustom API base URL (default: https://api.omophub.com/v1)
OMOPHUB_LOG_LEVELdebug · info · warn · error (default: info)
OMOPHUB_ANALYTICS_OPTOUTSet to true to disable analytics headers
OMOPHUB_USER_AGENT_SUFFIXOptional deployment identifier appended to omophub-mcp/<version> (default: none)
MCP_TRANSPORTstdio (default) or http
MCP_PORTHTTP server port (default: 3100, only used with http transport)
HEALTH_PORTPort 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 modenpx @omophub/omophub-mcp --transport=http --port=3100 --api-key=oh_your_key
# Stdio mode with standalone health endpointnpx @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_keycurl 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-mcpcurl 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.gitcd omophub-mcpnpm installnpm run buildnpm test

Run locally:

bash
OMOPHUB_API_KEY=oh_your_key npx tsx src/index.ts

Troubleshooting

ErrorSolution
API key requiredSet OMOPHUB_API_KEY in your environment or MCP config
Authentication failedAPI key may be invalid or expired - generate a new one
Rate limit exceededAutomatic retries are built in. For higher limits, upgrade your plan
Tools not appearingRestart your AI client, verify npx @omophub/omophub-mcp runs without errors, check config path

Links


License

MIT - see LICENSE

來源:README.md,提交 995f79a

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.1.0最新Sep 16, 2026

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