Discover Awesome MCP Servers

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TrendRadar

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

Gitignore MCP Tool

An MCP server that generates project-specific .gitignore files and lists available templates using the gitignore.io API. It allows users to streamline project configuration by creating customized ignore files for various programming languages and development environments.

OpenAPI MCP Server

Enables LLMs to explore and query OpenAPI specifications, allowing natural language interaction with API endpoints, parameters, request bodies, and response schemas from any OpenAPI 3.x spec.

Coverity

MCP server for Blackduck Coverity Static Analysis Software.

Endevor-MCP

A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM interaction, enabling inventory browsing, element lifecycle management, and package workflows. It is designed for AI-driven mainframe operations and surgical, source-informed penetration testing of CICS applications.

MCPServe

A simple MCP Server with shell execution capabilities that can be run locally with Ngrok tunneling or hosted in an Ubuntu 24 Docker container.

icloud-mcp

An MCP server that connects Claude to iCloud Mail for reading, searching, sending, and organizing emails through natural language. It supports advanced management tasks like bulk operations, mailbox organization, and automated rules for inbox maintenance.

Safe Local Python Executor/Interpreter

Hugging Face의 smolagents 프레임워크에서 제공하는 사용자 정의 Python 런타임(LocalPythonExecutor)을 감싸는 Stdio MCP 서버입니다. 이 런타임은 설정의 용이성(Docker, VM, 클라우드 런타임에 비해)과 런타임 내부에서 허용되는 작업/import를 제한하고 보호하는 기능을 결합합니다.

Azure DevOps MCP Server

Enables AI agents to query and interact with Azure DevOps data, including work items, projects, ticket statistics, and backlog information through natural language commands.

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

shadcn-vue-mcp

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

MCP Complete Implementation Guide

Provides a complete end-to-end MCP server implementation with file system tools, web scraping capabilities, and system information access. Includes ready-to-use configuration files and integration examples for Claude Desktop, ChatGPT, and other AI models.

SOAR MCP Server

Integrates Security Orchestration, Automation and Response (SOAR) platform capabilities into AI clients like Claude Desktop and Cherry Studio. Enables users to execute security playbooks, manage security events, and perform automated threat response through natural language interactions.

NORA Data MCP Server

Enables read-only access to NORA dashboard data from Upstash Redis, covering OKRs, initiatives, KPIs, and financial summaries. It allows users to query and analyze business performance metrics and organizational alignment through standardized MCP tools.

Opsgenie MCP Server

Enables comprehensive Opsgenie alert management including listing, creating, acknowledging, and closing alerts, as well as managing alert notes, logs, and custom properties through natural language.

chilipiper-mcp

Enables lead routing, booking link generation, and scheduling management through the ChiliPiper REST API. It allows users to process inbound leads via Concierge routers and manage meeting queues directly through MCP-compatible clients.

Python notebook mcp

Python notebook mcp

AgentX

개발의 미래가 여기 있습니다. 이 레포지토리는 다양한 MCP 서버를 통합하고, AgentX라는 에이전트 클라이언트 구현체를 제공하여 이러한 MCP 서버를 사용하여 실제 문제를 해결할 수 있도록 합니다.

twitch-mcp

This project is a fork and expansion of TomCools' Twitch MCP Server, which implements a Model Context Protocol (MCP) server that integrates with Twitch chat, allowing AI assistants like Claude to interact with your Twitch channel.

mcp-gitlab MCP Server

거울

DagPipe Pipeline Generator

Generates crash-proof Python LLM pipelines from plain English descriptions. Pipelines resume from the last successful node after a crash instead of restarting from scratch. IProvider-agnostic , works with Groq, Gemini, Ollama, OpenAI, or any Python callable. Zero infrastructure, runs entirely on free-tier APIs.

Zillow MCP Server

A Model Context Protocol server that provides real-time access to Zillow real estate data, enabling property search, detailed information retrieval, Zestimates, market trends analysis, and mortgage calculations.

讯飞智文PPT生成服务MCP Server

An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

Meeting BaaS MCP Server

AI 어시스턴트가 회의 봇 생성, 회의록 검색, 캘린더 일정 정리 등 회의 데이터를 관리할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

Kibana MCP Server

Kibana MCP Server