MCP, MCP server
omop_mcp
Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models (LLMs).
Compatibility: Not stated.
Grade B
Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
NETWORK_NO_FIXED_HOST SECRETS_PATH_DOTENV SECRETS_ENV_READ OBFUSCATION_FILE_OVER_READ_CAP
Why this grade
- NETWORK_NO_FIXED_HOST Low
Makes a network call whose host is not written as a fixed address.
scripts/test_omophub_apis.py, line 45
r = requests.get(f"{OMOPHUB_BASE_URL}/search/concepts", headers=HEADERS, params={"query": query, "page_size": page_size}, timeout=10) - SECRETS_PATH_DOTENV Low
Mentions a .env file.
scripts/test_omophub_apis.py, line 13
env_path = Path(__file__).parent.parent / ".env" - SECRETS_ENV_READ Note
Reads an environment variable whose name contains KEY, SECRET, TOKEN, PASSWORD or CREDENTIAL.
scripts/test_omophub_apis.py, line 16
OMOPHUB_API_KEY = os.getenv("OMOPHUB_API_KEY") - OBFUSCATION_FILE_OVER_READ_CAP Note
A file was over the read cap and was not fully read.
uv.lock, line 1
version = 1
Any High, or two or more Medium findings, give D. One Medium gives C. Low findings or a security Note give B. Each code names a finding behind the letter.
Grades are a hygiene check of the source at the commit shown, on the date checked, not a security audit or a guarantee. The free directory grades are automated. Before release, a PlugVet engineer reviews every paid report and any grade we hold back, including all F grades, against the source code and the evidence we quote.
What was checked
Plain notes from the hygiene checks.
Permissions
Pass
No shell or command execution found, and no extra permission was declared.
Install and update
Pass
No install-time script found, and dependencies are pinned or absent.
Network
Concern
can reach a host that is not written as a fixed address.
NETWORK_NO_FIXED_HOST
scripts/test_omophub_apis.py, line 45
r = requests.get(f"{OMOPHUB_BASE_URL}/search/concepts", headers=HEADERS, params={"query": query, "page_size": page_size}, timeout=10)
scripts/test_omophub_apis.py, line 51
r = requests.get(f"{OMOPHUB_BASE_URL}/concepts/{concept_id}", headers=HEADERS, timeout=10)
scripts/test_omophub_apis.py, line 57
r = requests.get(f"{OMOPHUB_BASE_URL}/domains", headers=HEADERS, timeout=10)
Show more
scripts/test_omophub_apis.py, line 63
r = requests.get(f"{OMOPHUB_BASE_URL}/vocabularies", headers=HEADERS, timeout=10)
scripts/test_omophub_apis.py, line 69
r = requests.post(f"{OMOPHUB_BASE_URL}/search/bulk", headers=HEADERS, json={"queries": queries}, timeout=10)
scripts/test_omophub_apis.py, line 75
r = requests.get(f"{OMOPHUB_BASE_URL}/concepts/{concept_id}/relationships", headers=HEADERS, timeout=10)
scripts/test_omophub_apis.py, line 90
r = requests.get(f"{OMOPHUB_BASE_URL}/search/concepts", headers=HEADERS, params={"query": "diabetes", "page_size": 1}, timeout=10)
src/omop_mcp/utils.py, line 287
response = httpx.get(
Secrets
Concern
reads a credential or environment file.
SECRETS_ENV_READ SECRETS_PATH_DOTENV
scripts/test_omophub_apis.py, line 13
env_path = Path(__file__).parent.parent / ".env"
scripts/test_omophub_apis.py, line 16
OMOPHUB_API_KEY = os.getenv("OMOPHUB_API_KEY")
scripts/test_omophub_apis.py, line 20
raise ValueError("OMOPHUB_API_KEY not found in .env file")
Show more
src/omop_mcp/utils.py, line 36
api_key = os.getenv("OMOPHUB_API_KEY", "")
src/omop_mcp/utils.py, line 91
api_key=api_key or os.getenv("AZURE_OPENAI_API_KEY", ""),
src/omop_mcp/utils.py, line 103
api_key=api_key or os.getenv("OPENAI_API_KEY", ""),
src/omop_mcp/utils.py, line 114
api_key=api_key or os.getenv("ANTHROPIC_API_KEY", ""),
src/omop_mcp/utils.py, line 125
api_key=api_key or os.getenv("GOOGLE_API_KEY", ""),
src/omop_mcp/utils.py, line 172
api_key=api_key or os.getenv("OPENROUTER_API_KEY", ""),
src/omop_mcp/utils.py, line 186
api_key=api_key or os.getenv("GROQ_API_KEY", ""),
.env.template, line 1
# Change this file to .env and fill in your actual credentials
.gitignore, line 15
.DS_Store
README.md, line 31
Copy `.env.template` to `.env` and fill in your API credentials. You will need both an LLM provider key and an **[OMOPHUB_API_KEY](https://omophub.com)** (for vocabulary lookups).
README.md, line 34
cp .env.template .env
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Note
a file was over the read cap and was not fully read.
OBFUSCATION_FILE_OVER_READ_CAP
uv.lock, line 1
version = 1
reference/omop_cdm_v5_4_dictionary.csv, line 1
table_name,table_description,column,type,comments
Licence
Pass
A licence file is present (LICENSE).
Maintainer activity
Pass
The latest commit is within the last 365 days.
Note
Hygiene check of commit 76281557f684. can reach a host that is not written as a fixed address. reads a credential or environment file. a file was over the read cap and was not fully read.
Date and source
Date checked:
github.com
Commit graded: 76281557f684677e3a5980403c8c4d3b42d7b841
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