Tidymodels
Summary
The Tidymodels MCP Server provides tools for working with the tidymodels ecosystem in R, enabling AI assistants to access GitHub repositories under the tidymodels organization. Built by Javier Orraca-Deatcu, it offers five key tools: listing packages, retrieving package details, searching R functions, generating template code for common tasks, and searching issues in repositories. The server integrates with GitHub's API to fetch real-time data while implementing caching for performance, and is designed to work with Cline.bot and Claude Desktop as a local MCP server for data science and machine learning workflows in R.
Available Actions(5)
list_tidymodels_packages
Lists all packages in the tidymodels ecosystem. Arguments: refresh (optional): Force a refresh of the repository cache.
get_package_details
Get detailed information about a specific tidymodels package. Arguments: package (required): Package name.
search_r_functions
Search for R functions in tidymodels packages. Arguments: query (required): Function name or keyword to search for, package (optional): Limit search to a specific package.
generate_tidymodels_code
Generate R code for common tidymodels tasks. Arguments: task (required): Description of the task, template (optional): Type of template (recipe, model, tune, evaluation).
search_issues
Search for issues in tidymodels repositories. Arguments: query (required): Search query, repo (optional): Limit search to a specific repository, state (optional): Issue state (open, closed, all).
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