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Tidymodels

An MCP server that provides tools and resources for the R language tidymodels ecosystem, supporting package management, function search, code generation, and issue query functions.
Developer toolsResearch and data#R modeling tool#Package management#Code generation#Issue query Remote.JavaScript
2.5 points
9.3K
Open Site

Overview

Installation

Tools List

Content Details

Alternatives

What is the Tidymodels MCP Server?

The Tidymodels MCP Server is a tool based on the Model Context Protocol (MCP), specifically designed to monitor and manage R packages and functions in the tidymodels ecosystem. It helps you easily understand the functions of tidymodels packages, search for specific functions, generate code templates, and find issues on GitHub.

How to use the Tidymodels MCP Server?

You can interact with the Tidymodels MCP Server through Cline.bot or Claude Desktop to perform functions such as listing packages, getting package details, and searching for functions.

Applicable scenarios

Suitable for data scientists, machine learning engineers, and researchers who need to quickly obtain tidymodels-related information.

Main features

List all tidymodels packages
Display a list of all R packages under the tidymodels organization.
Get package details
Provide detailed information about a specific tidymodels package, such as dependencies and supported functions.
Search for R functions
Search for specific R functions or keywords in tidymodels packages.
Generate code templates
Generate code templates for tidymodels workflows based on task requirements.
Search for GitHub issues
Find existing issues in the GitHub repositories of the tidymodels organization.
Advantages
Simplify the management and usage process of tidymodels packages
Support code generation for multiple task types
Efficiently search and navigate the tidymodels ecosystem
Get issue feedback without manually accessing GitHub
Limitations
Require the installation of Node.js and npm environments
GitHub tokens may involve privacy issues
Only support projects under the tidymodels organization

How to use

Install dependencies
After cloning the repository, run `npm install` to install the required dependencies.
Start the server
Build and start the server to listen for requests.
Configure Cline or Claude Desktop
Add the server address to the MCP settings of Cline or Claude Desktop.

Usage examples

List tidymodels packages
Query all available packages in the tidymodels ecosystem.
Search for functions
Find functions related to random forest prediction.

Frequently Asked Questions

How to obtain a GitHub token?
Does it support other R package ecosystems?
Can the server be used offline?

Related resources

Tidymodels official website
Official documentation and tutorials
Cline.bot official website
IDE extension integrating MCP
Claude Desktop download
Desktop AI assistant

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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