Browse MCP servers — page 47
Explore the next set of open-source servers for connecting AI tools to data and workflows.
Railway MCP Server
railwayapp
A Model Context Protocol (MCP) server for interacting with your Railway account. Requires the Railway CLI to be installed for full functionality.
SkyDeckAI Code
skydeckai
该 MCP 服务器提供一套全面的工具,用于基于 AI 的开发工作流程,包括文件系统操作、使用 tree-sitter 进行多种编程语言的代码分析、代码执行、网页内容抓取与 HTML 转 Markdown 转换、多引擎网页搜索、代码内容搜索以及系统信息检索。旨在增强 AI 在软件开发任务中的辅助能力,提供对本地和远程资源的直接访问。
StarRocks Official MCP Server
starrocks
The StarRocks MCP Server acts as a bridge between AI assistants and StarRocks databases, enabling direct SQL execution, database exploration, data visualization, and detailed schema/data overviews. Configuration is done via environment variables such as STARROCKS_HOST, STARROCKS_PORT, STARROCKS_USER, STARROCKS_PASSWORD, STARROCKS_DB, STARROCKS_OVERVIEW_LIMIT, and STARROCKS_MYSQL_AUTH_PLUGIN.
Tailwind CSS Shades
bourhaouta
Generate Tailwind CSS color palettes (50–950) from any color, for Tailwind v4, v3, v2 and v1. Supports usage as a VS Code extension, command line tool, and MCP server for AI agents.
WeCom Bot MCP Server
loonghao
A Model Context Protocol (MCP) compliant server implementation for WeCom (WeChat Work) bot. Requires setting the WeCom Bot Webhook URL via environment variable WECOM_WEBHOOK_URL.
搜索 MCP 服务器
fengin
A Python-based MCP 协议搜索服务,支持多种搜索引擎(Brave、Metaso、Bocha)。需要通过环境变量或配置文件设置 API 密钥。对于 Metaso 搜索引擎,需安装 Playwright 浏览器驱动。
示例 S3 模型上下文协议服务器
aws-samples
用于从 AWS S3 获取数据(如 PDF 文件)的 MCP 服务器实现。需要通过环境变量或 AWS CLI 默认配置文件设置 AWS 凭据以获得访问权限。
非官方ChEMBL MCP服务器
Augmented Nature
一个全面的模型上下文协议(MCP)服务器,提供对ChEMBL化学数据库的高级访问,配备22个专用工具,用于药物发现、化学信息学和生物活性研究。无需外部数据文件;服务器通过其REST API访问ChEMBL数据。