ClaudeR RStudio MCP Server: MCP server, setup and security

What ClaudeR RStudio MCP Server does

According to its repository: “Connect RStudio to AI assistants for interactive R coding and data analysis.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. ClaudeR RStudio MCP Server is listed under Coding agents, a category of 151 servers in the directory, where it ranks #33 by stars.

Topics declared by the repository: claude, codex, data-science, gemini, r, rstudio.

Installing and connecting ClaudeR RStudio MCP Server

Distribution modes declared in the official MCP registry:

• PyPI package (Python, started with uvx or pip)

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: Python.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

Points found for ClaudeR RStudio MCP Server:

• No licence: without a licence the code is not legally reusable, even if it is public. Avoid it in a company setting without the author's agreement.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on March 18, 2025, the IMNMV/ClaudeR repository has 358 stars and 39 forks, with 17 open issues. It has more stars than 85% of the servers in the directory. It received changes this month. Version published in the registry: 0.16.1 (September 30, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.