Discover Awesome MCP Servers

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries to view merge requests, review discussions, test reports, pipeline status, and respond to comments directly from chat.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

PromptLab MCP Server

Cung cấp các mẫu lời nhắc thông qua một giao thức tiêu chuẩn để chuyển đổi các truy vấn cơ bản của người dùng thành các lời nhắc được tối ưu hóa cho các hệ thống AI.

FFmpeg MCP Server

Enables secure video and audio processing using FFmpeg commands in an isolated sandbox environment. Supports file management, Google Cloud Storage integration, and URL-based file transfers for AI-powered multimedia operations.

Bangumi TV MCP Service

Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.

QoutaMCP

Enables inspection and analysis of project structures to detect languages, frameworks, entry points, and dependencies across multiple programming languages including Node.js, Python, PHP, Go, Java, and Rust.

Boundary MCP

A decision structure analysis engine that transforms emotional dilemmas into structured frameworks by identifying variables, constraints, and strategy paths. It helps users evaluate risk distributions and cognitive biases without offering subjective advice or definitive answers.

MCSManager MCP Server

Enables AI agents to manage Minecraft servers through MCSManager, including instance control (start/stop/restart), file management, scheduled tasks, user management, and backup operations.

MCP Router

MCP Router cho phép bạn dễ dàng quản lý các máy chủ MCP (Giao thức Ngữ cảnh Mô hình) của mình.

Typesense MCP Server

An MCP server implementation that enables AI models to discover, search, and analyze data stored in Typesense collections through tools for querying documents, retrieving specific items, and accessing collection statistics.

Unmarkdown MCP Server

Connects AI assistants to the Unmarkdown API to convert markdown into styled documents for platforms like Google Docs, Word, and Slack. It also enables users to create, manage, and publish documents to shareable public URLs directly within their workspace.

crypto-quant-signal-mcp

AI-native quantitative trading signal engine for crypto and TradFi perpetuals. Multi-factor composite BUY/SELL/HOLD signals, cross-venue funding rate arbitrage scanning, and market regime detection powered by Hyperliquid data.

Aiqaramba

Browser-based QA testing for AI-built software. Agents open real browsers (via Selenium), navigate pages, fill forms, click buttons, and report findings. Two modes: targeted tests (30-90s) and full-site discovery scans (3-15min).

Personal MCP Server

A personal MCP server for Claude Desktop that enables task management, note-taking, file system operations, and optional Google Calendar integration. Includes comprehensive testing tools and visual monitoring for easy setup and debugging.

TDC MCP Server

An MCP

Prop Firm Deal Finder

Query live prop firm discount codes, compare 20+ proprietary trading firms, and find the cheapest challenges. 6 tools: get deals, search firms, compare firms, find cheapest, get firm details, get discount codes. Universal code PFDF saves up to 80% off prop firm challenges for forex, futures, and crypto traders.

Intercom Articles MCP Server

An MCP server that enables full CRUD operations for Intercom Help Center articles, including support for multilingual content and state management. It allows users to list, retrieve, create, and update articles through natural language commands in MCP-compatible clients.

NCDS Figma MCP Server

Enables AI coding tools like Cursor to access Figma design data through the Model Context Protocol, allowing accurate implementation of designs across frameworks. Based on NCDS (NHN Commerce Design System) with enhanced source generation capabilities.

GR-MCP

An MCP server that enables natural language-driven creation and management of GNU Radio flowgraphs with validated block connections and parameter configurations. It provides tools for searching the GNU Radio block library, detecting SDR hardware, and generating functional signal processing code.

Sequential Thinking MCP Server

An MCP server that enables Claude to break down complex problems into manageable steps with support for revision and branching, facilitating dynamic and reflective problem-solving through a structured thinking process.

mymcpservercli

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

Google Calendar MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép tương tác bằng ngôn ngữ tự nhiên với Google Calendar, cho phép người dùng xem, tạo, cập nhật và xóa các sự kiện lịch thông qua các thao tác nhận biết ngữ cảnh.

Cisco Catalyst Center MCP Server

Enables network management through Cisco Catalyst Center, providing tools for monitoring device health, tracking client data, and managing network issues. It also supports compliance and lifecycle management by retrieving EoX summaries and detailed security advisory status.

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

pumpfun-mcp

Gương của

Bürokratt MCP Server

Provides AI coding assistant rules and guidelines for Bürokratt modules, including expertise in DSL-based backend (Ruuter YAML, SQL), frontend development, browser debugging, fork synchronization, and service testing capabilities.

clipboard-mcp

MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more. Preserves spreadsheet structure (rows/columns) that is lost when pasting into Claude directly.

FinaShopping MCP Server

Enables interaction with Uruguayan financial products including loans, credit cards, and insurance. Supports searching products, calculating payments, comparing options, and accessing financial guidance through Claude Desktop.

SiteAudit MCP

Enables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.