广告合作
MCP.so
登录

Rmcp MCP Server

@gojiplus

代码仓库主页

基本信息

分类

其他

许可证

MIT

传输方式

stdio

作者

gojiplus

关于 Rmcp MCP Server

R MCP Server

Rmcp MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "rmcp": {
      "command": "docker",
      "args": [
        "run",
        "-e",
        "RMCP_HTTP_HOST=0.0.0.0",
        "-e",
        "RMCP_HTTP_PORT=8000",
        "rmcp:latest"
      ]
    }
  }
}

Rmcp MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Rmcp?

Rmcp is a Model Context Protocol (MCP) server that enables AI assistants to perform sophisticated statistical analysis through natural conversation. It provides 52 statistical analysis tools across 11 categories and integrates 429 R packages from systematic CRAN task views.

How to use Rmcp?

Install Rmcp via pip install rmcp, then run rmcp start to start the MCP server. Rmcp can be used with Claude Desktop, Claude web, or any MCP client. For web applications, use rmcp serve-http --host 0.0.0.0 --port 8080 for a local HTTP server, or connect to the hosted server at https://rmcp-server-394229601724.us-central1.run.app/mcp. Configuration is supported via environment variables, a config file (~/.rmcp/config.json), or command-line options.

Key features of Rmcp

  • Natural conversation interface for statistical analysis
  • 429 R packages with a 4‑tier security system
  • Professional output with markdown tables and inline visualizations
  • Full MCP protocol compliance with stdio and HTTP transports
  • Flexible configuration via env vars, config files, and CLI options
  • 100% test success rate across real-world scenarios

Use cases of Rmcp

  • Business analysis: measure marketing ROI with regression
  • Economic research: test macroeconomic relationships like Okun’s Law
  • Customer analytics: predict churn with logistic regression
  • Time series forecasting: forecast sales with ARIMA models
  • Statistical testing: evaluate A/B tests with t-tests and ANOVA

常见问题

1

What dependencies does Rmcp require?

Rmcp requires Python 3.10+ and R 4.4.0+ with a comprehensive package ecosystem. Core R packages include jsonlite, dplyr, ggplot2, broom, plm, forecast, randomForest, rpart, caret, AER, vars, and mgcv.

2

How do I troubleshoot “R not found” or missing R packages?

Run `R --version` to verify R is installed. For missing R packages, use `rmcp check-r-packages` to check what’s missing. On macOS install R with `brew install r`; on Ubuntu use `sudo apt install r-base`.

3

How can I test the MCP connection?

Run `echo '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}' | rmcp start` to verify the server responds. For the HTTP server, use `curl` against the health endpoint or the MCP initialization endpoint.

4

What transports does Rmcp support?

Rmcp supports stdio (for Claude Desktop) and HTTP (for web applications). The HTTP server can be run locally or connected to the hosted production server.

5

Is authentication required?

The README does not specify authentication requirements. The hosted server endpoints are publicly accessible for testing; local servers may be secured with your own infrastructure.

评论

其他 分类下的更多 MCP 服务器

Blender

ahujasid

Open-source MCP to use Blender with any LLM

23.6K

Soar Flight Booking MCP

Soar Flight Booking MCP is a remote MCP server available at https://mcp.soar.flights.

N

Next Generation Movers: free moving quotes (remote MCP)

Next Generation Movers

Free moving quotes for AI agents from Next Generation Movers, a licensed interstate mover (USDOT 3764697). US long-distance nationwide and local DC/MD/VA. Indicative ballpark price and booking options; optional $0.01 x40

The Living Bread

The Living Bread

A free remote MCP server for The Living Bread. Bible passages read word for word from a stored public domain text with an evidence label, keyword search and cross references, real churches, gatherings and prayer groups w

YOUB

Connect your AI assistant to your own YOUB endurance training account. Read recorded activities with full analysis, planned sessions, race goals, wellness (HRV, sleep, resting HR) and your athletic profile. Create or mov

广告合作