Discover Awesome MCP Servers

Newline MCP

Provides utilities for formatting multi-line shell commands with backslashes for safe pasting and reading system clipboard content.

Elastic MCP Server

Provides comprehensive tools for managing Elasticsearch clusters, including security management, search operations, and index administration. It enables users to monitor cluster health, handle InfoSec tasks, and execute complex queries using Elasticsearch Query DSL and ES|QL.

MySQL MCP Server

Enables AI applications to interact with MySQL databases through a secure interface, allowing database exploration, querying, and analysis with proper error handling and logging.

Tree-Hugger-JS MCP Server

Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.

metricui

MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.

PyMOL-MCP-Vis

Enables Claude to control PyMOL for molecular visualization and structural biology analysis. It uniquely features screenshot capture capabilities that provide a visual feedback loop, allowing the AI to see and verify the results of its commands.

GitLab MCP Server

Enables AI agents to interact with GitLab repositories, monitor documentation changes, manage issues and merge requests, and search across projects with comprehensive file and commit operations.

MCP Apify

Enables AI assistants to interact with the Apify platform to manage actors, monitor runs, and retrieve scraped data from datasets. It supports natural language commands for executing web scrapers, managing tasks, and accessing key-value stores.

QA Agent Pro

Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.

Canada's Food Guide MCP Server

Provides 42+ specialized tools for nutrition analysis integrating Canada's Food Guide recipes with Health Canada's official databases (CNF, DRI, EER) for recipe discovery, macro calculations, energy requirements, and dietary adequacy assessments.

DroidMind

一个模型上下文协议（MCP）服务器，它使 AI 助手能够控制和交互 Android 设备，从而可以通过自然语言命令实现设备管理、应用调试、系统分析和 UI 自动化。

mcp-narajangteo

내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함

Taskwarrior MCP Server

An MCP server that enables AI assistants to interact with the Taskwarrior command-line task management tool. It allows users to list, create, modify, and organize tasks using projects, tags, and annotations through natural language.

Facebook MCP Server

Enables posting text messages to Facebook business pages through MCP. Supports OAuth authentication and manual connection methods for managing Facebook page content.

Cocos Creator MCP Server Plugin

A comprehensive plugin that enables AI assistants to interact with the Cocos Creator editor through the Model Context Protocol, providing 80 tools across 9 categories for nearly complete editor control.

mcp-seo-audit

SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.

agent-comms-mcp

Enables multiple Claude Code instances to communicate through direct messages and topic-based channels. It features a real-time web dashboard for monitoring conversations and includes a persistent mailbox for offline message delivery.

FastAPI MCP Server

A minimal MCP server that provides current time functionality with optional formatting. Designed for production deployment on Google Cloud Run with proper JSON-RPC 2.0 implementation.

SharpEdge MCP Server

Connects AI assistants to SharpEdge AI to discover +EV sports betting opportunities and arbitrage edges across major sportsbooks. It provides real-time scanner statistics, sample betting edges, and educational content on advanced betting concepts like the Kelly Criterion.

GitHub Explorer MCP

A TypeScript implementation of an MCP server that provides GitHub repository information including file content, directory structure, and other metadata for MCP clients.

DeepWriter MCP Server

Provides tools for creating, managing, and generating content for DeepWriter projects through a standardized Model Context Protocol interface.

Expense Tracker MCP Server

Enables users to track and manage daily expenses through SQLite storage, supporting operations like adding, updating, deleting expenses, calculating totals by category, and filtering expenses by date range or category.

ID Generator MCP Server

Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers and provides current UTC timestamps in ISO 8601 format. This allows for reliable sequential tracking and standardized time recording across server restarts.

Trends MCP

Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam, Spotify, X (Twitter), App Store, Google Play, web traffic, and news sentiment via one MCP connection. Works with Claude, Cursor, VS Code, Windsurf, ChatGPT, and any MCP-compatible AI.

Cloud Datastore API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server providing natural language access to Google's Cloud Datastore services through the v1beta1 API.

Baguskto Saham

Enables access to Indonesian Stock Exchange (IDX) data with comprehensive historical data from 2019-2025 for 958 stocks, including real-time market overview, technical analysis, sector performance, and stock comparison capabilities.

MCP Image Validator

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.