Discover Awesome MCP Servers

MCP Server MySQL

Enables LLMs to interact with MySQL databases through standardized protocol, supporting database management, table operations, data queries, and modifications with configurable permission controls.

SSH MCP Server

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

CMMS MCP Server

Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, maintenance tasks, and asset tracking. It enables users to query production orders, create maintenance records, and monitor real-time sensor data and alerts.

Godot Scene Analyzer

Analyzes Godot game projects to enforce ECS architecture patterns, automatically detecting when scene scripts contain game logic that should be in the ECS layer and validating separation between presentation and logic code.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

Databricks MCP Server

Enables interaction with Databricks workspaces using On-Behalf-Of authentication to test connectivity, retrieve user information, and perform operations on behalf of authenticated users.

Dice Roller MCP Server

Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics for AI assistants like Claude. It enables real-time tabletop gaming through features such as standard NdM notation, advantage/disadvantage rolls, and D\&D character stat generation.

Stochastic Thinking MCP Server

Provides advanced probabilistic decision-making algorithms including MDPs, MCTS, Multi-Armed Bandits, Bayesian Optimization, and Hidden Markov Models to help AI assistants explore alternative solutions and optimize long-term decisions.

Netlify Express MCP Server

A basic serverless MCP implementation using Netlify Functions and Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment with proper routing configuration.

Playwrightium

An MCP server for browser automation that allows AI to perform web tasks using Playwright through direct commands, reusable YAML shortcuts, or custom scripts. It features secure environment variable management and guided automation creation to build robust, repeatable browser workflows.

VPS MCP Server

Enables AI agents to connect to and control a Virtual Private Server via SSH. It provides a comprehensive suite of tools for remote file system operations, session management, and shell command execution.

obsidian-emergent-mcp

Provides Claude Code with deep access to an Obsidian vault through 28 tools for structural analysis, semantic retrieval, and git-backed timeseries tracking. It transforms your vault into a live knowledge base that Claude can search, navigate, and reason about using its knowledge graph.

Tripo AI MCP Server

Enables AI assistants to interact with the Tripo3D AI API to generate 3D models from text, images, or multiview inputs. It supports advanced features like model animation, stylization, and real-time task status tracking.

XHS MCP

Enables interaction with Xiaohongshu (Little Red Book) platform through automated browser operations. Supports authentication, content publishing, search, discovery, and commenting using Puppeteer-based automation.

QGISMCP

A Model Context Protocol server that connects Claude AI to QGIS, enabling direct interaction with the GIS software for project creation, layer manipulation, code execution, and processing algorithms through natural language prompts.

Advanced HWP MCP Server

Enables comprehensive control of Hangul (HWP) documents through an MCP server, supporting operations from basic document management to advanced formatting, tables, images, and document structure manipulation.

Postal MCP Server

A SQLite-backed message queue system that enables multiple AI agents to communicate with each other via a simple HTTP interface.

RemixIcon MCP

An MCP server that enables users to search the Remix Icon catalog by mapping keywords to icon metadata using a high-performance local index. It returns the top five most relevant icon matches with categories and tags to streamline icon selection for design and development tasks.

KIA - Kaizen Intelligent Agent

Transforms Claude into a production-grade pair programmer by orchestrating best-in-class APIs (Morph, Chroma, DSPy) for iterative code evolution to 95%+ quality, semantic codebase search, package discovery across 3,000+ libraries, and pattern learning.

MCP Echo Env

Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP clients properly propagate workspace context to server processes.

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that uses Server-Sent Events for real-time communication and Bearer Token authentication to enable secure interaction with LLM clients like Claude Desktop.

Allociné MCP Server

Enables users to search for movies and retrieve showtimes from Allociné, including cinema locations, screening times, and formats (VF, VOST, 3D, IMAX) for specific cities or postal codes in France.

Neil Mcp Server Include Mysql

include: mcp-mysql

MCP DNS

A Model Context Protocol tool that provides DNS querying capabilities for various record types (A, AAAA, MX, TXT, CNAME, NS, etc.) through a standardized MCP interface.

ai-scheduler-mcp

Google Tasks API と Google Calendar API を利用した、スケジューリング用の SSE (Server-Sent Events) 対応の MCP (Microservices Communication Platform) サーバーですね。 日本語として自然になるように、少し言い換えてみます。 **より自然な表現:** Google Tasks API と Google Calendar API を活用し、SSE (Server-Sent Events) に対応した、スケジューリング用マイクロサービス連携プラットフォーム (MCP) サーバー **さらに具体的にする場合:** Google Tasks API と Google Calendar API を利用して、タスクとカレンダーを連携させたスケジューリングシステムを構築するための、SSE (Server-Sent Events) 対応マイクロサービス連携プラットフォーム (MCP) サーバー **ポイント:** * "スケジューリング用" を "スケジューリングシステムを構築するための" のように具体的にすると、より意図が伝わりやすくなります。 * "mcp server" を "マイクロサービス連携プラットフォーム (MCP) サーバー" とすることで、より専門的な印象を与えられます。 どちらの表現が良いかは、文脈や対象読者によって異なります。

AI Content Detector

Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

kintone OAuth MCP Server on Cloudflare Workers

Enables secure interaction with kintone through OAuth authentication, supporting record operations, app configuration management, file operations, and access control without storing API keys locally.