Discover Awesome MCP Servers

Kubernetes MCP Server

A lightweight MCP server that provides natural language processing and API access to Kubernetes clusters, combining both kubectl commands and Kubernetes Python client.

mcp-gh-pr-mini

一个最小化的 MCP (模型上下文协议) 服务器，用于与 GitHub 拉取请求进行交互。

Mock Data Server

生成模拟数据的 MCP 服务器。通过在 GitHub 上创建一个帐户来参与 rhitune2/mock-data-mcp 的开发。

Open Multi-Agent Canvas

开源的多智能体聊天界面，让您可以在一个动态对话中管理多个智能体，并添加 MCP 服务器以进行深入研究。

chatExcel

A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.

MCP Task Manager Server

一个本地模型上下文协议服务器，为 AI 代理提供后端工具，以管理项目和任务，并使用 SQLite 进行持久存储，从而能够以结构化的方式跟踪具有依赖关系、优先级和状态的项目任务。

MCP Autonomous Analyst

A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.

Google Data Catalog MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta

MCP Container Weather Server

A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.

mcp_repod27deec8-0d1e-446e-b4d2-f2860d808f71

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Feishu/Lark OpenAPI MCP

A toolkit that enables AI assistants to directly call Feishu/Lark API interfaces for automation scenarios like document processing, conversation management, and calendar scheduling.

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

qyweixin_bot_mcp_server

企业微信群通知机器人

Status Observer MCP

Status Observer MCP

MCP Server Validation

GitHub MCP 服务器验证的测试存储库

mcp-pushinator

Pushinator MCP 允许你从 LLM 驱动的工作流程向你的设备发送推送通知。

Firebase Management MCP Server

An MCP Server providing access to Google's Firebase API, allowing natural language interaction with Firebase services and resources.

mediawiki-mcp-server

Model Context Protocol (MCP) server for MediaWiki

GLM-4.6 MCP Server

Enables Claude to consult GLM-4.6's architectural intelligence for system design, code analysis, scalability patterns, and technical decision-making. Provides specialized tools for enterprise architecture consultation, distributed systems design, and code review through the Model Context Protocol.

MCP File Downloader

Enables Claude Desktop to download files from web URLs with automatic browser fallback for JavaScript-heavy sites. Supports smart redirect handling, custom file naming, and cross-platform compatibility.

Infactory TypeScript SDK

Infactory TypeScript SDK，用于 Infactory Workshop、MCP 服务器和 API。

mcp-sitecore-server

Sitecore 的模型上下文协议服务器

yfinance MCP Server

Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies

mcp-swagger

启用 MCP 服务器以使用 Swagger 描述来调用 API。

Airtop MCP Server

一个用于与 Airtop 通信的 MCP 服务器

PythonCMCPServer

使用 Python 构建自定义 MCP 服务器

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

NotesY

A Claude MCP integration that allows seamless interaction with Apple Notes through natural language, enabling users to create, update, delete, and search notes.