The tidymodels-mcp is a Model Context Protocol server designed to facilitate seamless interaction with tidymodels packages and functions in R, offering package listing, detailed package information, function search, and issue tracking features.
Added on:
Created by:
Mar 22 2025
The tidymodels-mcp is a Model Context Protocol server designed to facilitate seamless interaction with tidymodels packages and functions in R, offering package listing, detailed package information, function search, and issue tracking features.
Added on:
Created by:
Mar 22 2025
Javier Orraca-Deatcu
Featured
What is tidymodels-mcp?
This MCP server monitors the tidymodels ecosystem on GitHub, providing comprehensive data such as available packages, function details, and common workflows in R. It supports integration with AI agents like Cline and Claude Desktop, enabling users to list all tidymodels packages, retrieve detailed info about specific packages, search for R functions across packages, generate relevant code templates, and track repository issues. Its purpose is to enhance productivity and streamline workflows for R developers and data scientists working with tidymodels.
Who will use tidymodels-mcp?
- R data scientists
- R package developers
- AI developers integrating tidymodels workflows
- Data science educators
- Research professionals using R for modeling
How to use the tidymodels-mcp?
- Step1: Install the MCP server following the setup instructions.
- Step2: Configure the MCP server with your GitHub token if needed.
- Step3: Use supported tools such as list_tidymodels_packages to list packages.
- Step4: Use get_package_details to get detailed info on a specific package.
- Step5: Use search_r_functions to locate functions related to your query.
- Step6: Use generate_tidymodels_code to create template R code for tasks.
- Step7: Use search_issues to find issues in tidymodels repositories.
tidymodels-mcp's Core Features & Benefits
The Core Features
- list_tidymodels_packages
- get_package_details
- search_r_functions
- generate_tidymodels_code
- search_issues
The Benefits
- Streamlines access to tidymodels package info
- Enables quick function and issue searches
- Supports code generation for workflows
- Facilitates integration with AI agents
- Keeps data scientists updated with ecosystem changes
tidymodels-mcp's Main Use Cases & Applications
- Listing all packages in the tidymodels ecosystem for review
- Retrieving detailed information about specific packages like parsnip or recipes
- Searching for R functions related to cross-validation or modeling techniques
- Generating code templates for common tidymodels tasks like model training or evaluation
- Tracking issues and bugs reported in tidymodels repositories
FAQs of tidymodels-mcp
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