# HistGradientBoostingClassifier MCP Server

> Use this tool when you need to train and manage HistGradientBoostingClassifier models for classification tasks, solving problems such as handling complex datasets and model lifecycle management. It takes in training data and model parameters as inputs and outputs trained models and predictions, all through the Model Context Protocol interface. Ideal for use cases requiring efficient and scalable classification modeling, such as data science and machine learning applications.

Canonical page: https://skillsregistry.net/skills/francoisgoupil-mcp3  
JSON: https://api.skillsregistry.net/v1/skills/francoisgoupil-mcp3

## Description

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-04-22

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xr93uafvw8)
- **Repository:** <https://github.com/francoisgoupil/MCP3>

## 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": "francoisgoupil-mcp3"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/francoisgoupil-mcp3` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/francoisgoupil-mcp3/pull`

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