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2025-03-08

HANA DB的模型上下文服务器协议

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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:

    git clone https://github.com/yourusername/hana-mcp-server.git
    cd hana-mcp-server
    
  2. Create a virtual environment and install dependencies:

    python -m venv venv
    source venv/bin/activate  # On Windows: venv\Scripts\activate
    pip install -r requirements.txt
    
  3. Run the setup script:

    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=

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    Reviews

    2 (1)
    Avatar
    user_XMDT4jF5
    2025-04-15

    The DeepSeek MCP-like Server for Terminal by OthmaneBlial is an outstanding tool for developers looking to enhance terminal functionalities. Its seamless integration and impressive performance make it a must-have for anyone serious about efficient terminal usage. Highly recommended!