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Omcp

OMCP is an MCP server implementation based on the OMOP Common Data Model, providing a standardized interface for AI models to query and analyze healthcare data.
Health and wellnessResearch and data#Healthcare data#Standardized interface#OMOP model.Python
2 points
12

What is OMCP Server?

OMCP is a Model Context Protocol (MCP) server implementation for the OMOP Common Data Model. It provides a standardized way for AI models to access and analyze healthcare data stored in the OMOP format.

How to use OMCP Server?

The server acts as a bridge between AI models and OMOP databases, allowing models to query patient data through a standardized interface without needing to understand the underlying database structure.

Use Cases

Ideal for healthcare AI applications that need to analyze standardized patient data, including clinical research, predictive modeling, and population health analysis.

Key Features

OMOP CDM CompatibilitySupports all standard OMOP Common Data Model tables and relationships
MCP Protocol ImplementationImplements the Model Context Protocol for standardized model - data interaction
Secure Data AccessProvides controlled access to sensitive healthcare data with proper authorization

Pros and Cons

Advantages
Standardized interface reduces integration complexity
Enables AI models to work with multiple OMOP implementations
Maintains data privacy and security controls
Limitations
Requires OMOP CDM formatted data
Performance depends on underlying database
Limited to healthcare data use cases

Getting Started

Set up OMOP Database
Ensure you have an OMOP CDM compliant database populated with your healthcare data
Deploy OMCP Server
Install and configure the OMCP server to connect to your OMOP database
Connect Your AI Model
Configure your AI application to use the OMCP server endpoint

Example Use Cases

Patient Cohort AnalysisIdentify patients with specific conditions for clinical research
Medication Adherence StudyAnalyze prescription patterns and medication adherence

Frequently Asked Questions

What is the difference between OMOP and OMCP?
Can I use OMCP with non - OMOP data?
Is patient data secured in OMCP?

Additional Resources

OMCP Documentation
Complete technical documentation
OMOP CDM Specification
Official OMOP Common Data Model documentation
GitHub Repository
Source code and issue tracker
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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