MCP server directory

Browse MCP servers — page 47

Explore the next set of open-source servers for connecting AI tools to data and workflows.

Server registry

24 servers
GitHub-sourced registry

Multiverse MCP Server

lamemind

Community

一个中间件服务器,允许多个相同的MCP(模型上下文协议)服务器的隔离实例独立共存,具有唯一的命名空间和配置。

PubMed MCP

grll

Community

一个允许搜索和获取 PubMed 文章的 MCP 服务器。该 MCP 服务器依赖于 pubmedclient Python 包来执行搜索和获取操作。

Railway MCP Server

railwayapp

Community

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

Community

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

Community

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

Community

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

Community

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

Community

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

Community

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

Community

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。

Binance MCP Server

your-repo

Community

Binance MCP Server 是一个后端服务,旨在与 Binance API 交互,实现资产组合查看、代币转换和交易执行,且对市场影响最小。需要通过环境变量(BINANCE_API_KEY 和 BINANCE_API_SECRET)进行外部配置。

Cordyceps

brookstalley

Community

MCP server for Grasshopper providing AI agents or scripts direct control over parametric design canvas and Rhino rendering tools. Requires Rhino 8.21+ (.NET 8). The main server is a Grasshopper component (.gha file) installed in the Grasshopper components folder.