Discover Awesome MCP Servers

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.

Memos MCP Server

一个用于 Memos API 的模型上下文协议 (MCP) 服务器，具备搜索、创建、检索和标签列表功能。

Weather MCP Server

Provides real-time weather forecasts and alerts by fetching data from the National Weather Service API, allowing Claude to answer weather-related questions with up-to-date information.

Integrate MCP with GitHub Copilot

了解如何将 MCP 服务器与 GitHub Copilot 结合使用

Open CLAW Knowledge Distiller

Converts YouTube and Bilibili videos into structured knowledge articles using local transcription or subtitle extraction combined with AI-powered summarization. It supports multiple summary styles and provides tools to process URLs, track job status, and retrieve results directly within MCP-compatible agents.

OSINT MCP Server

A unified Open Source Intelligence toolkit that integrates data sources like Censys, Shodan, and LinkedIn for comprehensive infrastructure and identity research. It enables users to perform automated email verification, vulnerability scanning, and person or company enrichment directly through Claude.

MCP Bridge API

MCP Bridge 是一个轻量级、快速且与 LLM 无关的代理，它通过统一的 REST API 连接到多个模型上下文协议 (MCP) 服务器。它支持在移动设备、Web 和边缘设备等不同环境中安全地执行工具。该桥梁设计灵活、可扩展，并且易于与任何 LLM 后端集成。

ITSM Integration Platform

For "MCP FOR ITSM TOOL INTEGRATION", here are a few possible translations, depending on the context: * **MCP 用于 ITSM 工具集成 (MCP yòng yú ITSM gōngjù jíchéng):** This is a direct and general translation. It means "MCP for ITSM tool integration." This is suitable if you're simply stating the purpose of MCP. * **用于 ITSM 工具集成的 MCP (Yòng yú ITSM gōngjù jíchéng de MCP):** This is another way to say the same thing as above, emphasizing the purpose first. It means "MCP used for ITSM tool integration." * **ITSM 工具集成中的 MCP (ITSM gōngjù jíchéng zhōng de MCP):** This translates to "MCP in ITSM tool integration." This is suitable if you're discussing MCP's role within the broader context of ITSM tool integration. * **MCP 与 ITSM 工具的集成 (MCP yǔ ITSM gōngjù de jíchéng):** This translates to "Integration of MCP with ITSM tools." This emphasizes the integration aspect. **Which translation is best depends on the specific context.** To give you the most accurate translation, please provide more information about how this phrase is being used. For example: * Is it a title? * Is it part of a sentence? * What is the overall topic being discussed? **Breakdown of the terms:** * **MCP:** This likely refers to a specific software or component. Without knowing what MCP stands for, I can only translate it as "MCP." * **ITSM:** Information Technology Service Management (信息技术服务管理 - Xìnxī Jìshù Fúwù Guǎnlǐ) * **Tool Integration:** 工具集成 (Gōngjù Jíchéng)

MCP Spotify Server

Enables interaction with Spotify through LLMs using OAuth2 authentication. Supports music search, playback control, playlist management, and device management through natural language commands.

TShark2MCP

An MCP server that enables AI-assisted network packet analysis using Wireshark's TShark tool. It provides tools for pcap file overview, session extraction, protocol filtering, and statistical analysis through a standardized interface.

Chess MCP Server

Enables AI assistants to play, analyze, and track chess games with full rule validation and support for standard algebraic notation. It provides tools for position evaluation and game state persistence during user sessions.

Advertising-Analysis

A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.

mcp-book-search

国内图书搜索用MCP服务器 (Guó nèi túshū sōusuǒ yòng MCP fúwùqì)

Cruxible Core

Deterministic decision engine with DAG-based receipts. Build entity graphs, query with MCP, get auditable proof.

TaskMateAI

一个由人工智能驱动的任务管理应用程序，通过MCP运行，能够自主创建、组织和执行任务，并支持子任务、优先级和进度跟踪。

Bing CN MCP Enhanced

An MCP server optimized for Chinese users that enables AI models to perform Bing searches and fetch webpage content without requiring an API key. It provides specialized tools for searching and scraping web data directly through supported AI environments like Claude or Cursor.

MCSManager MCP Server

Enables management of Minecraft servers through the MCSManager API. Supports executing server commands, checking player status, retrieving server information, and controlling game settings like weather.

Web-QA

An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

MCP Sample Chat

A local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.

NoctisAI

Enables advanced malware development, threat intelligence analysis, and offensive security operations through specialized tools for multi-language payload generation, obfuscation, OSINT reconnaissance, and forensic analysis. Designed for authorized penetration testing, red team exercises, and cybersecurity research with comprehensive educational capabilities.

Gemini 2.5 Flash Image MCP

Enables conversational image generation and editing with Google's Gemini 2.5 Flash Image Preview. Supports text-to-image generation, natural language image editing, multi-image composition, and style transfer with optional file saving.

Linkup MCP Server

Provides real-time web search and webpage content fetching capabilities through Linkup's API, enabling AI assistants to access current information, news, and data from trusted sources across the web.

Gmail MCP

Enables AI assistants to interact with Gmail accounts via IMAP, allowing them to list, search, read, and send emails, manage labels and folders, and access attachments through the Model Context Protocol.

Claimify

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

Team MCP Server

Provides team information retrieval capabilities through HTTP streaming transport. Built with FastMCP 2.0+ and includes ngrok integration for easy testing and development.

mcpXL30

Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools for imaging, beam adjustment, and vacuum chamber operations. It features a safety envelope to regulate sensitive parameters like high tension and stage motion.

Danbooru-Turso MCP Server

Collects and stores Danbooru character data in a Turso cloud database with automatic pagination and upsert functionality for managing anime character post information.

GitHub MCP Server

GitHub MCP 服务器，用于与 CI 流程集成。