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MCPR: A Practical Framework for Stateful Human-AI Collaboration in R
](https://lifecycle.r-lib.org/articles/stages.html#experimental) [ ](https://app.codecov.io/gh/phisanti/MCPR?branch=main) [
The MCPR (Model Context Protocol Tools for R) package addresses a fundamental limitation in the current paradigm of AI-assisted R programming. Existing AI agents operate in a stateless execution model, invoking Rscript for each command, which is antithetical to the iterative, state-dependent nature of serious data analysis. An analytical workflow is a cumulative process of exploration, modelling, and validation that can span hours or days. Moreover, intermediate steps can involve heavy computation, and small changes in downstream code such as plot aesthetics require running the entire script again. MCPR aims to tackle this issue by enabling AI agents to establish persistent, interactive sessions within a live R environment, thereby preserving workspace state and enabling complex, multi-step analytical workflows.
Get up and running with MCPR in under 2 minutes:
Works with Claude (desktop and mobile), Cursor, Windsurf, VS Code, and any MCP-compatible AI app.
Category: Developer Tools
Don't lose this
Three weeks from now, you'll want phisanti/MCPR again. Will you remember where to find it?
Save it to your library and the next time you need phisanti/MCPR, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. phisanti/MCPR. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
What's New
Imported from awesome:punkpeye/awesome-mcp-servers
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