# HANA Cloud ML Bridge

> Use this tool when you need to integrate SAP HANA Cloud databases with machine learning operations, enabling seamless management of predictive models and standardized communication protocols. It solves problems related to data science workflows, model training, and inference, providing a RESTful API for input and output operations. Ideal for organizations using HANA Cloud, it supports SQL and Python-based protocol handlers for efficient data processing and analysis.

Canonical page: https://skillsregistry.net/skills/hatri-hana-cloud-ml-bridge  
JSON: https://api.skillsregistry.net/v1/skills/hatri-hana-cloud-ml-bridge

## Description

HANA Cloud MCP Server provides a bridge between SAP HANA Cloud databases and Cursor IDE for machine learning operations. It implements a three-layer architecture (Models, Contexts, and Protocols) that enables managing predictive models, execution contexts, and standardized communication protocols through a RESTful API. The server handles both inference and training operations, supports SQL and Python-based protocol handlers, and includes features for health monitoring and database schema initialization, making it ideal for organizations using HANA Cloud for data science workflows.

## Trust

- **Trust score (0–1):** 0.46
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/hatri-hana-cloud-ml-bridge)
- **Repository:** <https://github.com/hatrigt/hana-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "hatri-hana-cloud-ml-bridge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/hatri-hana-cloud-ml-bridge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/hatri-hana-cloud-ml-bridge/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt