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Rmcp

Rmcp is an MCP server that turns conversations into comprehensive statistical analysis - A Model Context Protocol (MCP) server with 54 tools across 11 categories and 429 R packages from systematic CRAN task views. It has 215 GitHub stars, is released under the MIT license and runs locally with uvx rmcp.

github.com/finite-sample/rmcp (opens in a new tab)

Data as of from the GitHub API; description from the project's repository. Report an error

View on GitHub (opens in a new tab)

Install Rmcp

Generated from the server's published package. Replace your-value with your own values.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "rmcp": {
      "command": "uvx",
      "args": [
        "rmcp"
      ]
    }
  }
}

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

Claude Code

claude mcp add --transport stdio rmcp -- uvx rmcp

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "rmcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rmcp"
      ]
    }
  }
}

Project file; use ~/.cursor/mcp.json to enable it in every project.

VS Code

.vscode/mcp.json
{
  "servers": {
    "rmcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rmcp"
      ]
    }
  }
}

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

About Rmcp

Turn conversations into comprehensive statistical analysis - A Model Context Protocol (MCP) server with 54 tools across 11 categories and 429 R packages from systematic CRAN task views. RMCP enables AI assistants to perform sophisticated statistical modeling, econometric analysis, machine learning, time series analysis, and data science tasks through natural conversation.

  • data-analysis
  • econometrics
  • mcp
  • mcp-server
  • model-context-protocol
  • r
  • statistics

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FAQ

Rmcp FAQ

Still curious? Email info@appsgit.com.

How do I install the Rmcp MCP server?

Add the command uvx rmcp to your MCP client: put it in claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or add it to .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). The snippets on this page are ready to paste.

Is Rmcp free?

The server is open source under the MIT license, so running it is free. It does not declare any required API key.

Is Rmcp actively maintained?

The most recent commit was on Oct 24, 2026. The latest release is v0.12.0, published Aug 18, 2026. appsgit only lists MCP servers with a commit in the last six months.