Tidymodels MCP Server

@JavOrraca

代码仓库

基本信息

分类

其他

许可证

MIT

传输方式

stdio

作者

JavOrraca

关于 Tidymodels MCP Server

This MCP server was developed to improve Cline's agentic workflows by being up-to-date with the public repositories and docs under https://github.com/tidymodels

#mcp#rstats#cline#tidymodels

Tidymodels MCP Server 配置

暂无标准配置

该服务器的 README 中没有可解析的 MCP 配置块，请前往代码仓库查看安装说明。

代码仓库

Tidymodels MCP Server 工具

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当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Tidymodels MCP Server?

A Model Context Protocol (MCP) server that provides tools and resources for working with the tidymodels ecosystem in R. It monitors the tidymodels GitHub organization to deliver comprehensive information about tidymodels packages, functions, and workflows. It is designed for use with Cline.bot and Claude Desktop as a local MCP server.

How to use Tidymodels MCP Server?

Install Node.js (v14+), npm, clone the repository, run npm install, then npm run build. Configure the server by adding its command and arguments to Cline’s cline_mcp_settings.json or Claude Desktop’s claude_desktop_config.json. Optionally set a GitHub token in the env field to avoid API rate limits.

Key features of Tidymodels MCP Server

List all packages in the tidymodels ecosystem
Get detailed information about a specific package
Search for R functions across tidymodels packages
Generate template code for common tidymodels tasks
Search for issues in tidymodels repositories
Access all repositories and documentation from the tidymodels GitHub organization

Use cases of Tidymodels MCP Server

Discover what packages are available in the tidymodels ecosystem
Learn about a specific tidymodels package, such as parsnip
Find R functions related to a task, like cross‑validation
Generate code for a complete tidymodels workflow, e.g., predicting housing prices
Search open issues for recipe preprocessing or other topics

常见问题

What does the Tidymodels MCP Server do?

It monitors the tidymodels GitHub organization and provides tools to list packages, get package details, search R functions, generate code templates, and search for issues.

How do I install Tidymodels MCP Server?

Clone the repository, run `npm install` and `npm run build`. Node.js v14 or later and npm are required.

How do I configure Tidymodels MCP Server with Cline or Claude Desktop?

Add the server’s command (`node`) and path to the built `index.js` to the MCP settings file. Optionally include a GitHub token under `env` to increase API rate limits.

What tools are available in Tidymodels MCP Server?

Five tools: `list_tidymodels_packages`, `get_package_details`, `search_r_functions`, `generate_tidymodels_code`, and `search_issues`. Each accepts specific arguments.

Is a GitHub token required?

No, but setting one with `public_repo` scope is recommended to avoid rate limits when accessing the GitHub API.

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