tidymodels-mcp

tidymodels-mcp

3.2

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A Model Context Protocol (MCP) server that provides tools and resources for working with the tidymodels ecosystem in R.

The Tidymodels MCP Server is designed to facilitate interaction with the tidymodels ecosystem, a collection of R packages for modeling and machine learning. This server can be integrated with tools like Cline.bot and Claude Desktop to enhance AI workflows by providing detailed information about tidymodels packages, functions, and workflows. It allows users to list packages, get package details, search for R functions, generate code templates, and search for issues in tidymodels repositories. The server is built using Node.js and can be configured to use a GitHub token to avoid API rate limits. It is particularly useful for developers and data scientists working with the tidymodels suite in R, offering a streamlined way to access and utilize the resources available within the tidymodels GitHub organization.

Features

  • Lists all packages in the tidymodels ecosystem.
  • Provides detailed information about specific tidymodels packages.
  • Searches for R functions across tidymodels packages.
  • Generates template code for common tidymodels tasks.
  • Searches for issues in tidymodels repositories.

Tools

  1. list_tidymodels_packages

    Lists all packages in the tidymodels ecosystem.

  2. get_package_details

    Get detailed information about a specific tidymodels package.

  3. search_r_functions

    Search for R functions in tidymodels packages.

  4. generate_tidymodels_code

    Generate R code for common tidymodels tasks.

  5. search_issues

    Search for issues in tidymodels repositories.