Discover Awesome MCP Servers

Sitecore Design MCP

An MCP server that provides a copywriter agent to automatically enforce predefined copywriting rules for UI text generation. It enables users to process text through a modular rules system to ensure consistency in elements like button labels and error messages.

Trello MCP Lite

Enables interaction with Trello through direct API passthrough with multi-account support, allowing users to manage boards, lists, cards, and comments across multiple Trello accounts simultaneously with intelligent aggregation of read operations.

Z.ai Integration MCP Server

Provides filesystem access and integration with Z.ai's GLM-4 models for code generation and reasoning tasks. Designed to work as a git submodule with automatic parent repository detection.

Apache Airflow MCP Server

An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables, connections, and XComs.

ChatRPG

A lightweight ChatGPT app that converts your LLM into a Dungeon Master!

FastMCP PostgreSQL Query Service

A database query service that enables users to search and retrieve data from PostgreSQL tables for Cheery Exeedcars FAQs and system menus through multiple connection methods (STDIO, HTTP, SSE).

Taiwan Stock Real-Time Analysis MCP Server

Provides real-time stock quotes, technical analysis, and intelligent trading recommendations specifically for the Taiwan stock market. Supports single and multiple stock queries, comparative analysis, and investment decision support through natural language interactions.

Prometheus MCP Server

Enables AI assistants to execute PromQL queries and discover metrics across multiple Prometheus tenants using the Model Context Protocol. It supports single and multi-tenant configurations with secure authentication for instant and range query analysis.

Nano Banana Pro MCP Server

Brings Google Gemini 2.0 Flash native image generation capabilities into Claude Code, enabling users to generate, edit, compose, and iteratively refine images using natural language prompts directly from their coding environment.

MCP Server for CAD

Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

Bear Notes MCP Server with RAG

Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.

Project Creator MCP

Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.

Remote MCP Server Template (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Enables users to create and deploy their own tools accessible from Claude Desktop and AI Playground via SSE endpoints.

MCP Notes

A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.

BLT-MCP

Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) ecosystem for logging bugs, triaging issues, and managing security workflows. It enables actions like submitting vulnerabilities, tracking contributor leaderboards, and awarding gamified bacon points through a unified interface.

POC MCP Server

Một máy chủ thử nghiệm cung cấp các công cụ để truy cập và quản lý dữ liệu Loomer, biểu mẫu, phản hồi biểu mẫu và dự án với các khả năng phân trang, lọc và sắp xếp.

AI Assistant Chat with Nmap Tool Integration

Một ví dụ về máy chủ MCP (Malware C2 Platform - Nền tảng Điều khiển và Chỉ huy Malware) với một vài công cụ quét nmap.

Shopify Storefront MCP Server

Enables interaction with multiple Shopify stores simultaneously through the Storefront API. Supports product search, cart management, and store operations across configured Shopify stores through natural language.

PDF Processor MCP Server

A Model Context Protocol server that enables Claude to fetch, process, and extract information from PDF documents, including LaTeX mathematical equations.

OpenSearch MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép truy vấn và phân tích nhật ký bảo mật Wazuh được lưu trữ trong OpenSearch, với các tính năng tìm kiếm cảnh báo, lấy thông tin chi tiết, tạo thống kê và trực quan hóa xu hướng.

Traffic MCP Server

Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

QuickChart MCP Server

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io and Chart.js configurations, with options to generate chart URLs or download images locally.

ModelScope Image Generation MCP Server

Enables text-to-image generation through the ModelScope platform using the Qwen/Qwen-Image model. It supports customizable parameters such as negative prompts, resolution, and sampling steps within MCP-compatible clients.

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

SourceSync.ai MCP Server

Cho phép các mô hình AI tương tác với nền tảng quản lý tri thức SourceSync.ai để tổ chức, tiếp nhận, truy xuất và tìm kiếm nội dung trong các cơ sở tri thức.

x402mail

Python SDK for x402mail - send and receive email with USDC micropayments

Atlas Cloud MCP Server (Image / Video / LLM APIs)

Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

FastAPI + FastMCP + Gemini Integration

Enables natural language interaction with FastAPI applications through Google's Gemini AI using MCP tools. Provides CRUD operations for user management and application health monitoring through conversational prompts.

MCP Playground

A demonstration MCP server that provides access to a SQLite employee database with tools for querying users and profiles, sending emails via Mailtrap, and proposing project teams based on employee skills.