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rmcp

gojiplus/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.

View on GitHub12

Install

pip install rmcp

Client configuration

{
  "mcpServers": {
    "rmcp": {
      "command": "rmcp",
      "args": [
        "start"
      ]
    }
  }
}

Environment variables

RMCP_API_KEYRMCP_HTTP_PORTRMCP_R_TIMEOUTRMCP_LOG_LEVEL
GitHub stars
12
Author
@gojiplus
Category
Research & Data, Developer Tools
License
MIT
Updated
Oct 6, 2026

About rmcp

RMCP enables AI assistants to perform sophisticated statistical modeling, econometric analysis, machine learning, time series analysis, and data science tasks through natural conversation.

Features

  • Natural Conversation: Ask questions in plain English, get statistical analysis

  • Comprehensive Package Ecosystem: 429 R packages from systematic CRAN task views

  • Professional Output: Formatted results with markdown tables and inline visualizations

  • Production Ready: Official MCP SDK with stdio and Streamable HTTP transports, plus bearer-token auth for remote deployments

  • Flexible Configuration: Environment variables, config files, and CLI options

  • Tested at the protocol boundary: deterministic semantic, malformed-data, security, approval, and recovery contracts run through the official MCP client

  • Multiple Transports: stdio (Claude Desktop) and HTTP (web applications)

  • Guardrails: Package allowlist, explicit user approval for file writes, package installs and system calls, and filesystem confinement for tool-written files. These guard against mistakes, not…

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

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