Discover Awesome MCP Servers

SkillMCP

Serves project-specific skills and behavioral rules to AI agents via MCP, enabling automatic injection of behavioral rules and on-demand knowledge for coding assistants like Claude Code and Gemini CLI.

satellite-mcp

Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft tracking, maritime surveillance, military intelligence, conflict monitoring, environmental analysis, critical infrastructure, sanctions compliance, and cyber-geo intelligence from open-source data.

MCP Server Implementations

使用服务器发送事件 (SSE) 的模型控制协议 (MCP) 自定义服务器实现

FAA Advisory Circular MCP

Enables searching, retrieving, and tracking FAA Advisory Circulars for airport operations with filtering by airport type, bookmarking, and export capabilities.

mcp-interaction-studio

MCP server for Salesforce Interaction Studio that enables listing and managing datasets, campaigns, segments, and performance stats via natural language.

Toy MCP Server

A simple reference implementation demonstrating MCP server basics with two toy tools: generating random animals and simulating 20-sided die rolls.

MCP Utility Kit

Provides utility tools including random jokes, current weather, and name-based age prediction.

wan2.2-image-generator

基于阿里云通义万相API的MCP图像生成服务器，支持在CherryStudio、VSCode等工具中通过文本生成图像，提供多种风格和尺寸选择。

liquidus-005

An MCP server implementing F5 governance-tuple wrapping for composable provenance, providing tools for interacting with the liquidus system.

era5-mcp-server

Enables natural language access to ERA5 climate data from the Copernicus Climate Data Store. Supports downloading monthly means and inspecting NetCDF files.

google-play-mcp-server

MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.

MCP Master Puppeteer

An advanced MCP server for browser automation using Puppeteer, specifically optimized for token efficiency through minimal data returns and progressive enhancement. It enables agents to navigate pages, capture LLM-optimized screenshots, extract structured content, and perform batch interactions.

WAII MCP Server

Provides database interaction through natural language, enabling query execution and content processing.

Jira Extended MCP Server

Enables AI agents to manage Jira Cloud projects with full CRUD operations, bulk actions, sprint and release management, and issue linking using natural language.

MCP System Info Server

A lightweight MCP server that provides real-time hardware statistics including CPU, memory, disk, and NVIDIA GPU usage. It enables users to monitor system performance and retrieve comprehensive host machine specifications through a standardized interface.

ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

insights-mcp-server

红帽 Insights MCP 服务器 POC (Hóngmào Insights MCP fúwùqì POC) This translates to: * **红帽 (Hóngmào):** Red Hat * **Insights:** Insights (The English word is often used directly in Chinese in technical contexts) * **MCP:** MCP (The English abbreviation is often used directly in Chinese in technical contexts) * **服务器 (fúwùqì):** Server * **POC:** POC (Proof of Concept - The English abbreviation is often used directly in Chinese in technical contexts) Therefore, a more natural translation, especially in a technical setting, might be: **红帽 Insights MCP 服务器概念验证 (Hóngmào Insights MCP fúwùqì gàiniàn yànzhèng)** Where: * **概念验证 (gàiniàn yànzhèng):** Concept Validation (This is a more formal translation of "Proof of Concept") While the first translation is perfectly understandable, the second one is more precise and commonly used in formal documentation. Choose the one that best suits your audience and the context.

diff-explainer

AI-powered git diff analysis with human-readable explanations, risk flags, and review checklists. Enables to explain any diff text or currently staged git changes through an MCP server.

mcp-gauge

An MCP server that enables coding agents to autonomously test, evaluate, and tune other MCP servers by acting as a proxy and providing linting, trace recording, evaluation, comparison, and reporting tools.

Context3D MCP Server

Enables AI-powered 3D model generation from text and images with PBR textures, supporting blockchain authentication and MCP integration.

ssh-client-mcp

SSH/SFTP server enabling remote command execution and secure file transfers, with integration for Claude AI.

responsible-gambling-mcp

Enables users to calculate safe gambling budgets based on financial situation and assess gambling habits with risk levels and recommendations.

ecommerce-sourcing-mcp-ai

Automates cross-platform e-commerce sourcing between JD and Taobao using AI-driven browser automation to search, extract product details, compare prices, and identify profitable arbitrage opportunities.

mcp-golang-http-server

一个简单的 MCP 服务器，通过 SSE 暴露，并提供示例工具、资源和提示。 (Or, a slightly more formal translation:) 一个通过 SSE 暴露的简单 MCP 服务器，附带示例工具、资源和提示。 **Explanation of Choices:** * **MCP:** I've left "MCP" as is, assuming it's a specific acronym or term that's best understood in its original form. If you have the full name of what MCP stands for, I can provide a more accurate translation. * **SSE:** Similarly, I've left "SSE" as is. It's likely an acronym for Server-Sent Events, which is a technical term. * **暴露 (bào lù):** This translates to "exposed" or "revealed." It's a common term in software development to describe making a service or API accessible. * **示例 (shì lì):** This translates to "example." * **工具 (gōng jù):** This translates to "tools." * **资源 (zī yuán):** This translates to "resources." * **提示 (tí shì):** This translates to "prompts" or "hints." * **附带 (fù dài):** This translates to "attached" or "included with." It's a slightly more formal way to say "with." The second translation using "附带" is slightly more formal and might be preferred in technical documentation. The first translation is more direct and easier to understand. Choose the one that best suits your audience and context.

App Store Connect MCP Server

Enables management of App Store Connect apps including registration, listing, IPA upload, store listing updates, and in-app purchase creation via natural language.

WikiJS MCP Server

Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJS knowledge base via the Model Context Protocol.

mullvad-mcp

MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. Connect, disconnect, switch locations, check for leaks, manage settings — all via natural language.

MCP Adapter

Automatically converts OpenAPI specifications into Model Context Protocol applications, enabling HTTP APIs to be managed as MCP services. It features a dynamic architecture that monitors file systems or Kubernetes ConfigMaps to update MCP tools in real-time.

MySQL MCP Server

A lightweight MySQL MCP server that enables LLMs to interact with databases through tools for schema inspection and query execution. It features LLM-friendly formatting, SSL support, and a secure read-only mode with query timeout protections.

Client Onboarding MCP

Enables querying client onboarding status and basic client info (name, family) via two tools, designed for integration with Microsoft Copilot and Teams.