rmcp: R MCP Server

by finite-sample · MCP Server · ★ 216

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install rmcp

pip install rmcp
pip install rmcp[http]

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

data-analysiseconometricsmcpmcp-servermodel-context-protocolrstatistics

Quick Facts

Stars216
Forks16
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score71/100
Last Updated2026-11-05
Created2025-03-26
Platformsmcp, python
Est. Tokens~16k

About rmcp

RMCP: Statistical Analysis through Natural Conversation 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.

Compatible Skills

These tools work well together with rmcp for enhanced workflows:

  • stata-cli — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • ds-ai-coding-skills — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • data-analysis-llm-agent — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)

rmcp alternative? Top 6 similar tools

Looking for a rmcp alternative? If you're comparing rmcp with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • stata-code by brycewang-stanford · ⭐ 52

    Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready tables from Claude Cod

  • FirstData by MLT-OSS · ⭐ 183

    The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

  • awesome-mcp-servers by TensorBlock · ⭐ 1.0k

    A comprehensive collection of Model Context Protocol (MCP) servers

  • MCP-Bridge by SecretiveShell · ⭐ 930

    A middleware to provide an openAI compatible endpoint that can call MCP tools

  • reddit-mcp-buddy by karanb192 · ⭐ 874

    Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit dat

  • cupertino by mihaelamj · ⭐ 841

    A local Apple Documentation crawler and MCP server. Written in Swift.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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