HANA Cloud MCP Server

# HANA Cloud MCP Server A Model Context Protocol (MCP) server implementation for SAP HANA Cloud DB integration with Cursor IDE. ## Overview This server implements the Model Context Protocol (MCP) pattern for machine learning operations with SAP HANA Cloud. The MCP server provides a standardized interface for managing ML models, execution contexts, and communication protocols between applications and the HANA Cloud database. Key features: - **Model Registry**: Central repository for model metadata and versioning - **Context Management**: Configure execution environments for models - **Protocol Adapters**: Standardized communication between models and applications - **HANA Cloud Integration**: Optimized for SAP HANA Cloud Database - **Cursor IDE Support**: Seamless integration with Cursor IDE ## Architecture The MCP server is built on a three-layer architecture: 1. **Model Layer**: Manages model definitions, versions, and metadata 2. **Context Layer**: Configures execution environments and runtime parameters 3. **Protocol Layer**: Handles communication between applications and models ``` ┌───────────────────────────────────────────────────────┐ │ CLIENT APPLICATIONS │ └───────────────────────────▲───────────────────────────┘ │ │ REST API │ ┌───────────────────────────▼───────────────────────────┐ │ MCP SERVER │ │ │ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │ │ MODEL API │ │ CONTEXT API │ │PROTOCOL API │ │ │ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │ │ │ │ │ │ │ ┌──────▼──────┐ ┌──────▼──────┐ ┌──────▼──────┐ │ │ │ MODEL │ │ CONTEXT │ │ PROTOCOL │ │ │ │ MANAGER │ │ MANAGER │ │ MANAGER │ │ │ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │ │ │ │ │ │ └─────────┼──────────────────┼──────────────────┼────────┘ │ │ │ ┌─────────▼──────────────────▼──────────────────▼────────┐ │ HANA CLOUD DB │ └───────────────────────────────────────────────────────┘ ``` ## Prerequisites - Python 3.8+ - SAP HANA Cloud Database - Flask - HDBCLI (SAP HANA Client for Python) - Pandas ## Installation 1. Clone the repository: ```bash git clone https://github.com/yourusername/hana-mcp-server.git cd hana-mcp-server ``` 2. Create a virtual environment and install dependencies: ```bash python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate pip install -r requirements.txt ``` 3. Run the setup script: ```bash python setup.py ``` Follow the prompts to configure your HANA Cloud connection and server settings. ## Configuration The server uses environment variables for configuration. These can be set in a `.env` file: ``` # HANA Cloud Connection HANA_HOST=your-hana-host.hanacloud.ondemand.com HANA_PORT=443 HANA_USER=DBADMIN HANA_PASSWORD=