cran_mcp
MCP server providing up-to-date R package documentation, package metadata, check status, help topics, and R release information directly from CRAN.
README
CRAN MCP
A Model Context Protocol server that provides up-to-date R package documentation, package status information and R release information directly from CRAN.
The server is stateless: it fetches current CRAN data on demand and returns only the relevant information to the MCP client.
Tools
search_packages(query, limit=20)searches all current CRAN package names and short descriptions and ranks matching packages.get_package_info(package)returns the package title, description, current version, CRAN publication date and dependency groups (Depends,Imports,Suggests,LinkingTo,Enhances).get_package_news(package, version=None, max_chars=50000)returns the package NEWS/changelog page from CRAN, optionally restricted to one version such as1.18.4.get_package_check_status(package)returns the current CRAN check status, status counts and results for every check flavor.get_package_topics(package, query=None, limit=100)lists help topics from a CRAN package.get_topic_documentation(package, topic, max_chars=30000)returns one help topic as plain text with its CRAN source URL.search_package_documentation(package, query, limit=10)searches the reference manual and returns matching snippets.get_r_versions(major=None, limit=100)lists R releases available from CRAN, optionally restricted to a major version such as4.get_r_version_news(version, max_chars=50000)returns the official R NEWS section for one R release, for example4.5.1.
Package discovery
search_packages() uses the same machine-readable CRAN package database as tools::CRAN_package_db() in R:
https://cran.r-project.org/web/packages/packages.rds
The RDS database contains the package metadata for current CRAN packages. The search uses Package and Title, where Title is the short package description shown in CRAN's package-by-name list. The RDS file is parsed directly in Python; R is not required at runtime.
Examples:
search_packages("survival model")
search_packages("arrow", limit=10)
R releases
get_r_versions() reads the official CRAN R source directories, so the version list is not hard-coded.
Examples:
get_r_versions()
get_r_versions(major=4)
get_r_version_news("4.5.1")
Local setup
uv sync --dev
uv run cran-mcp
The MCP endpoint is available at http://127.0.0.1:8000/mcp.
Docker
docker build -t cran-mcp .
docker run --rm -p 8000:8000 -e MCP_ALLOWED_HOSTS=localhost,localhost:* cran-mcp
Environment variables
PORT: HTTP port, default8000.MCP_ALLOWED_HOSTS: comma-separated allowed Host values for public deployment.MCP_ALLOWED_ORIGINS: optional comma-separated allowed browser origins.
Examples
search_packages("Bayesian survival")
get_package_info("data.table")
get_package_news("data.table")
get_package_news("data.table", version="1.18.4")
get_package_check_status("data.table")
get_topic_documentation("data.table", "fread")
get_r_versions(major=4)
get_r_version_news("4.5.1")
MCP client
|
| package / R release request
v
CRAN MCP
|
| HTTPS
v
CRAN package database, package pages, NEWS, checks, R source index and HTML reference manuals
推荐服务器
Baidu Map
百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Playwright MCP Server
一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。
Magic Component Platform (MCP)
一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。
Audiense Insights MCP Server
通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。
VeyraX
一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。
graphlit-mcp-server
模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。
Kagi MCP Server
一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。
e2b-mcp-server
使用 MCP 通过 e2b 运行代码。
Neon MCP Server
用于与 Neon 管理 API 和数据库交互的 MCP 服务器
Exa MCP Server
模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。