ClaudeR

概述

ClaudeR 是一个 R 包，在 RStudio 与配置了 MCP 的 LLM 代理（如 Claude Code、Codex 或 Qwen Code）之间建立直接连接。它支持交互式编程会话，让 AI 代理能在 RStudio 环境中实时执行 R 代码、查看输出和分析图表。该包支持多智能体协调，允许多个 AI 代理在一个脚本上协作，或在不同的 RStudio 窗口中独立运行，保持环境隔离。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• execute_r

  Execute R code and return the output.

  试试:Run a linear regression on this data试试:Calculate mean and standard deviation of this vector
• execute_r_with_plot

  Execute R code that generates a plot that the model can see.

  试试:Create a scatter plot of x vs y试试:Generate a histogram of this distribution
• execute_r_async

  Execute long-running R code asynchronously and returns a job ID.

  试试:Run a complex simulation that might take minutes试试:Process this large dataset in the background
• get_async_result

  Poll for the result of an asynchronous job.

  试试:Check if my simulation has completed试试:Get the results of my background data processing
• list_sessions

  List all active RStudio sessions the agent can connect to.

  试试:Show me all available R sessions试试:What sessions are currently active
• connect_session

  Connect to a specific RStudio session by name.

  试试:Connect to my 'analysis' session试试:Switch to the 'modeling' session
• get_session_history

  View execution history filtered by agent ID.

  试试:Show me what other agents have done in this session试试:Get the execution history for agent 123
• read_file

  Read any text file from disk without needing it open in RStudio.

  试试:Read the contents of my analysis.R script试试:Load the parameters from config.csv
• get_active_document

  Get the content of the active document in RStudio.

  试试:Show me the current script in the editor试试:What's in the active document
• modify_code_section

  Modify a specific section of code in the active document.

  试试:Fix the function in lines 15-25试试:Update the data cleaning section
• insert_text

  Insert text at the current cursor position or specific line/column.

  试试:Add this import at the top of the file试试:Insert this comment before line 10
• get_viewer_content

  Read HTML content from the viewer pane (plotly, DT, leaflet widgets).

  试试:Extract the data table from the viewer试试:Get the plot details from the interactive plot

可对比工具

安装

# 使用 devtools 安装
if (!require("devtools")) install.packages("devtools")
devtools::install_github("IMNMV/ClaudeR")

# 设置您的 AI 工具
library(ClaudeR)
install_clauder()          # 用于 Claude Desktop / Cursor
install_cli(tools = "claude")  # 用于 Claude Code CLI

# 在 RStudio 中启动服务器
claudeAddin()

{
  "mcpServers": {
    "clauder": {
      "command": "Rscript",
      "args": ["-e", "library(ClaudeR); claudeServe()"],
      "env": {
        "R_PROFILE_USER": ""
      }
    }
  }
}

FAQ

支持哪些 LLM 代理？

ClaudeR 支持 Claude Code、Codex、Gemini CLI、Qwen Code 和任何其他基于 MCP 的 LLM 代理。它还支持 Ollama，用于私有、离线标注。

多个 AI 代理可以在同一个 R 会话中工作吗？

是的，ClaudeR 具有内置的多智能体协调协议，允许多个代理通过 R 环境中的共享消息板共享同一个 RStudio 会话。

ClaudeR 对比