AI Atlas

Research & Data · Developer Tools

Linear Regression logo

Linear Regression

heetvekariya/linear-regression-mcp

Welcome to Linear Regression MCP! This project demonstrates an end-to-end machine learning workflow using Claude and the Model Context Protocol (MCP).

View on GitHub8

Install

Client configuration

{
  "mcpServers": {
    "linear-regression": {
      "command": "ABSOLUTE/PATH/TO/.local/bin/uv",
      "args": [
        "--directory",
        "<value>",
        "run",
        "server.py"
      ]
    }
  }
}
GitHub stars
8
Author
@heetvekariya
Category
Research & Data, Developer Tools
Updated
Oct 6, 2026

About Linear Regression

Claude can train a Linear Regression model entirely by itself, simply by uploading a CSV file containing the dataset. The system goes through the entire ML model training lifecycle, handling data preprocessing, training, and evaluation (RMSE calculation).

Tools (3)

  • get_columns_info

    Retrieves the column names in the uploaded dataset.

  • check_category_columns

    Checks for any categorical columns in the dataset.

  • label_encode_categorical_columns

    Label encodes categorical columns into numerical values.

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

Related MCP servers

More servers
Firecrawl MCP Server logo

Firecrawl MCP Server

mendableai/firecrawl-mcp-server

2.8k

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Research & Data
Exa Web Search logo

Exa Web Search

exa-labs/exa-mcp-server

1.4k

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Research & Data
ArXiv logo

ArXiv

blazickjp/arxiv-mcp-server

1k

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

Research & Data
sail logo

sail

lakehq/sail

730

Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.

Research & Data

OpenAPI Proxy

janwilmake/openapi-mcp-server

554

A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

Research & Data
Excel MCP Server logo

Excel MCP Server

haris-musa/excel-mcp-server

393

A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.

Research & Data