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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.
rating : 2 points
downloads : 7.7K
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 Compatibility
Supports all standard OMOP Common Data Model tables and relationships
MCP Protocol Implementation
Implements the Model Context Protocol for standardized model - data interaction
Secure Data Access
Provides controlled access to sensitive healthcare data with proper authorization
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
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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 Analysis
Identify patients with specific conditions for clinical research
Medication Adherence Study
Analyze 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
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