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Tidymodels MCP
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Tidymodels MCP

A local server based on the Model Context Protocol (MCP), specifically providing tools and resource support for the tidymodels ecosystem in R, which can be integrated into AI tools such as Cline.bot and Claude Desktop.
Developer toolsEducation and learning tools#R language modeling#Machine learning tools#Local service Remote.JavaScript
2.5 points
8.7K
Open Site

Overview

Installation

Content Details

Alternatives

What is the Tidymodels MCP Server?

This server provides specialized tools for working with tidymodels - a collection of R packages for modeling and machine learning. It monitors tidymodels GitHub repositories and offers package information, function search, code generation, and issue tracking capabilities.

How to use the Tidymodels MCP Server?

The server runs locally and connects to AI tools like Cline.bot or Claude Desktop. After installation, you can query it for tidymodels information, generate R code templates, or search package documentation.

Use Cases

Ideal for R developers using tidymodels, data scientists building ML workflows, or educators teaching tidy modeling approaches. Helps with package discovery, function lookup, and workflow automation.

Key Features

Package Discovery
List and explore all packages in the tidymodels ecosystem
Function Search
Search for R functions across multiple tidymodels packages
Code Generation
Create template code for common tidymodels tasks and workflows
Issue Tracking
Search GitHub issues across tidymodels repositories
Advantages
Specialized knowledge of tidymodels ecosystem
Local operation ensures data privacy
Reduces GitHub API calls through caching
Seamless integration with AI coding assistants
Limitations
Requires Node.js runtime environment
Limited to tidymodels ecosystem functionality
GitHub token needed for full API access

Getting Started

Install Prerequisites
Ensure Node.js (v14+) and npm are installed on your system
Clone and Setup
Download the server files and install dependencies
Configure Integration
Add the server to your Cline or Claude Desktop configuration file

Example Use Cases

Exploring Packages
Discover available packages in the tidymodels ecosystem
Workflow Template
Generate starter code for a modeling task

Frequently Asked Questions

Do I need a GitHub token?
Can I use this without Cline/Claude?

Additional Resources

Tidymodels Official Site
Main website for tidymodels documentation
Model Context Protocol Docs
Technical details about MCP specification

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "tidymodels": {
      "command": "node",
      "args": ["/path/to/tidymodels-mcp/js/index.js"],
      "env": {
        "GITHUB_TOKEN": "your-github-token"
      },
      "disabled": false,
      "autoApprove": [
        "list_tidymodels_packages",
        "get_package_details",
        "search_r_functions",
        "generate_tidymodels_code",
        "search_issues"
      ]
    }
  }
}

{
  "mcpServers": {
    "tidymodels": {
      "command": "node",
      "args": ["/path/to/tidymodels-mcp/js/index.js"],
      "env": {
        "GITHUB_TOKEN": "your-github-token"
      },
      "disabled": false,
      "autoApprove": []
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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