Tidymodels MCP Server

@JavOrraca

リポジトリ

基本情報

カテゴリ

その他

ライセンス

MIT

トランスポート

stdio

作者

JavOrraca

Tidymodels MCP Server について

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 の設定

標準の設定はありません

このサーバーの README には解析可能な MCP 設定ブロックが含まれていません。インストール手順はリポジトリをご確認ください。

リポジトリ

Tidymodels MCP Server のツール

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この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

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

よくある質問

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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