Discover Awesome MCP Servers

Web-QA

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

Enkrypt AI MCP Server

镜子 (jìng zi)

YouTube to LinkedIn MCP Server

一个模型上下文协议（MCP）服务器，可以自动从 YouTube 视频生成 LinkedIn 帖子草稿。该服务器基于 YouTube 视频的文字稿，提供高质量、可编辑的内容草稿。

Handwriting OCR

启用 MCP 客户端与手写 OCR 服务的集成，允许用户上传图像和 PDF 文档，检查处理状态，并以 Markdown 格式检索 OCR 结果。

K-Beauty MCP Server

Provides comprehensive Korean Beauty information through real-time web search, AI-powered skin analysis from photos, and curated knowledge of 58+ K-Beauty brands, ingredients, and personalized skincare routines.

Clerk MCP Server

Enables complete user management for Clerk authentication service through MCP. Supports listing, deleting, locking, and unlocking users with secure API integration.

Google Play Game Management MCP Server

An MCP server that enables management of Google Play games via the Google Games Management API, allowing automated interactions for game resets, hiding/unhiding data, and player management through natural language commands.

ghas-mcp-server

镜子 (jìng zi)

Express MCP Server

A basic serverless MCP server example running on Netlify Functions using Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment.

Couchbase MCP Server for LLMs

A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.

Avalanche MCP Tools

通过人工智能助手实现与 Avalanche 区块链的自然语言交互，允许用户在无需技术知识的情况下执行 Avalanche CLI 命令和 AvalancheJS API 操作。

Bifrost - VSCode Dev Tools MCP Server

一个 VS Code 扩展提供了一个 MCP 服务器，该服务器暴露 Roslyn 语言特性。它支持诸如查找用法、转到定义、快速信息等工具。

Mock MCP Server

A mock MCP server for testing MCP client implementations and development workflows. Supports tools, prompts, and resources across multiple transport protocols (stdio, HTTP, SSE).

LocalTides MCP Server

This server provides tools for interacting with the NOAA Tides and Currents API, enabling access to water level data, tide predictions, currents data, station information, and astronomical information like moon phases and sun times.

Unofficial PubChem MCP Server

A comprehensive Model Context Protocol server providing access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools from the PubChem database.

Jenkins MCP Server

Enables comprehensive Jenkins automation through MCP interface, allowing users to manage builds, jobs, artifacts, and queues with natural language commands. Supports build triggering, monitoring, artifact retrieval, and system status checks with automatic CSRF protection and authentication.

@profullstack/mcp-server

@profullstack/mcp-server

MCP Issue

Enables automatic GitHub issue creation from Git diffs. Generates structured issue templates with summaries, technical notes, and appropriate labels based on code changes.

PostgreSQL Remote Cloudflare MCP Worker

A Cloudflare Workers-based MCP server that provides PostgreSQL database access capabilities to AI assistants, allowing them to query and manipulate PostgreSQL databases through the Model Context Protocol.

DuckDuckGo MCP Server

Enables web search through DuckDuckGo and webpage content fetching with intelligent text extraction. Features built-in rate limiting and LLM-optimized result formatting for seamless integration with language models.

DigitalOcean MCP Server

A server that exposes DigitalOcean App Platform functionality through standardized tools, enabling AI assistants to directly manage your DigitalOcean apps without writing code or memorizing API endpoints.

Unity MCP with Ollama Integration

一个服务器，通过 Ollama 将 Unity 与本地大型语言模型连接起来，使开发者能够自动化工作流程、操作资源，并以编程方式控制 Unity 编辑器，而无需依赖基于云的 LLM。

VaultMesh Architect MCP Server

Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.

MCP Atlassian Server

A Model Context Protocol server that connects AI assistants like Cline to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.

HubSpot MCP Server

一个服务器实现方案，使 AI 助手能够与 HubSpot CRM 数据交互，从而可以通过自然语言命令无缝创建和管理联系人和公司，检索活动历史记录，以及访问互动数据。

Kibana MCP Server

Provides seamless access to Kibana and Periscope logs through a unified API with KQL and SQL querying, AI-powered log analysis, and support for searching across 1.3+ billion logs in 9 indexes.

Secure Remote MCP Server

使用 Azure API 管理作为 MCP 服务器的 AI 网关，并实施最新的 MCP 授权规范。