Discover Awesome MCP Servers

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

Shopmium MCP Server

A custom MCP server that provides high-level tools for controlling Shopmium and Quoty apps on Android emulators, allowing for automated app navigation, interaction, and testing without needing to handle low-level implementation details.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

Azure MCP Server

通过 Claude Desktop 实现与 Azure 服务的自然语言交互，支持资源管理、订阅处理和租户选择，并提供安全身份验证。

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

National Park Data MCP Server

Python based with all 29 tools that's available to developers from National Park Services (NPS)

flomo-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

MCP Docker Hub Server

Enables interaction with Docker Hub through Claude to search images, get image details, list tags, analyze layers, and manage manifests. Provides secure credential storage with encrypted Docker Hub Personal Access Tokens in a MySQL database.

Serpex MCP

Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, Brave, Yahoo, and Yandex through the Serpex API. Features automatic engine routing, time filtering, and structured JSON results for reliable web search integration.

ShadowGit MCP Server

Provides AI assistants with secure, read-only access to ShadowGit repositories for debugging and code analysis. Enables powerful analysis of fine-grained git history captured automatically by ShadowGit's continuous commit tracking.

MCP Inspector Assistant

Provides programmatic access to MCP server testing, debugging, and validation capabilities by wrapping the official MCP Inspector. Enables users to test tools, validate protocol compliance, discover server capabilities, and debug MCP servers through natural language interactions.

flightradar-24-mcp-server

Flightradar24 MCP 服务器 (Flightradar24 MCP fúwùqì)

MCP MongoDB Server

An MCP server that provides tools to query and interact with MongoDB user collections, supporting filtering, sorting, and retrieval operations.

Mcp Memory Bank

一个强大且可用于生产环境的大型语言模型（LLM）上下文管理系统。它基于 ChromaDB 和现代嵌入技术构建，提供持久的、特定于项目的记忆能力，从而增强您 AI 的理解和响应质量。

Enkrypt AI Secure MCP Gateway

A proxy server that sits between MCP clients and servers, providing authentication, tool discovery, caching, and guardrail enforcement to protect MCP servers from malicious inputs.

Google Search Console MCP Server

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.

Spreadsheet MCP Server

镜子 (jìng zi)

Attio MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact directly with Attio CRM data, supporting operations for companies, people, lists, and tasks through natural language queries.

ML Task Router MCP Server

Enables routing of ML tasks like chat, sentiment analysis, recommendations, and summarization to appropriate models through a dynamic YAML-based registry. Provides async FastAPI endpoints with streaming support, retry logic, and pluggable model architecture for scalable ML inference.

Minimal MCP Hello Server

A minimal MCP server template that provides a basic endpoint for testing ChatGPT integration. Designed to be deployed on Render's free plan as a starting point for building custom MCP servers with external API integrations.

Postgres MCP Server

Enables interaction with PostgreSQL databases through natural language commands. Supports schema exploration, table inspection, DDL generation, data preview, and safe SQL execution with built-in query limits.

Isolator MCP Server

A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.

MySQL Hub MCP Server

A Model Context Protocol server that enables natural language querying of MySQL databases, supporting both HTTP-based communication and MCP stdio protocol.

LinkedIn Model Context Protocol (MCP) Server

A server that enables AI assistants to interact with LinkedIn programmatically for job searching, resume/cover letter generation, and managing job applications through standardized JSON-RPC requests.

Confluence MCP Server

A Model Context Protocol server that provides secure access to Atlassian Confluence, allowing users to search, create, update, and manage Confluence pages and spaces through natural language commands.

Atla MCP Server

一个 MCP 服务器实现，为 LLM 提供一个标准化的接口，以便与 Atla API 交互。

IBM i MCP Server

Enables AI agents to interact with IBM i systems through SQL tools and commands, supporting secure authentication, system monitoring, and database operations via the Model Context Protocol.

FastMCP SonarQube Metrics

A server that provides tools for retrieving SonarQube project metrics and quality data through a simplified message-based approach, allowing users to programmatically access metrics, historical data, and component-level information from SonarQube.