https://github.com/hatrigt/hana-mcp-server
Model Context Server Protocol for your HANA DB
https://github.com/hatrigt/hana-mcp-server
Last synced: 3 months ago
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Model Context Server Protocol for your HANA DB
- Host: GitHub
- URL: https://github.com/hatrigt/hana-mcp-server
- Owner: HatriGt
- Created: 2025-03-08T05:22:53.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-05-09T12:20:38.000Z (5 months ago)
- Last Synced: 2025-06-17T13:13:11.505Z (4 months ago)
- Language: Python
- Size: 12.7 KB
- Stars: 2
- Watchers: 1
- Forks: 6
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
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README
# 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=