Discover Awesome MCP Servers

AgentCost MCP Server

Provides real-time AI model pricing, cost estimation, and budget management tools to help agents understand and optimize their spending. It enables agents to compare costs across multiple providers and select the most cost-effective models for specific tasks.

Cardiology Knowledge Graph MCP

Builds and manages a cardiology-focused knowledge graph in Neo4j by extracting medical entities and relationships from documents using LLMs. It enables users to ingest PDFs, refine extracted data, and perform natural language queries to gain clinical insights.

dev-prompt-mcp

An MCP server that registers customizable prompt templates as tools for natural language interaction. It supports hot-reloading and easy extension via YAML or JSON files to automate tasks like code review, refactoring, and content summarization.

AGS Extend SDK MCP Server

Provides AI coding assistants with access to AccelByte Gaming Services (AGS) Extend SDK functions and models through searchable symbols and detailed documentation. Helps generate SDK code by exposing context about available functions, models, and templates for creating Extend app projects across multiple languages (Go, C#, Java, Python).

JobOracle

Job Market Intelligence MCP — 8 tools for job search, salary data, remote jobs, market trends via Google Jobs. Part of ToolOracle.

Dify AI Server

LLM이 Dify AI의 채팅 완료 API와 상호 작용할 수 있도록 지원하며, 대화 컨텍스트 지원 및 레스토랑 추천 도구를 포함합니다.

mcp-nordic

Provides access to a suite of Nordic data tools covering Danish business records, addresses, weather, and energy prices, alongside Norwegian and Finnish company information. This unified server enables users to query public APIs for regional data across Denmark, Norway, and Finland without requiring individual API keys.

Supabase MCP Server

Enables AI assistants to perform CRUD operations on Supabase databases through natural language. Supports advanced filtering, pagination, and safety checks for seamless database interaction.

MCP Browser Automation Server

Playwright를 사용하여 브라우저 작업을 자동화하고, Claude Desktop을 통해 사용자가 정의한 프롬프트와 작업을 실행하여 상호 작용할 수 있도록 합니다.

Bing Ads MCP Server by CData

This read-only MCP Server allows you to connect to Bing Ads data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Markdown + Mermaid to PDF MCP Server

Converts Markdown files and standalone Mermaid diagrams into high-quality PDF or PNG documents using Puppeteer and SVG rendering. It supports custom CSS styling and provides tools for professional document generation from markdown-based content.

Diet / Meal Log MCP Server

Enables users to log meals, track daily and weekly calorie intake, and manage diet records. Supports both local and network modes for flexible meal logging across devices.

Soduku Solver MCP Server

간단한 MCP 서버로, 노트 저장 시스템을 구현하고, 노트를 추가하는 도구 하나와 저장된 노트를 요약하는 프롬프트 하나를 제공합니다.

web2md-mcp

MCP Server for Web2MD — convert webpage URLs to clean Markdown from Claude Desktop, Cursor, or any MCP-compatible agent.

AlloyDB MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for AlloyDB (beta): https://www.cdata.com/download/download.aspx?sku=KYZK-V&type=beta

Screenshot Analyzer MCP

Analyzes app screenshots to identify UI/UX issues, compare designs with implementations, and provide actionable fixes using GPT-4o/GPT-5.2 vision capabilities. Supports single/batch analysis, design comparison, and automated report generation for iOS, Android, web, and desktop platforms.

Sleep MCP Server

모델 컨텍스트 프로토콜(MCP) 서버로, 간단한 sleep/wait 도구를 제공합니다. 이는 API 호출 간 대기 또는 최종 일관성 시스템 테스트와 같이 작업 사이에 지연을 추가하는 데 유용합니다.

@vibeads/mcp

Enables interaction with Google Ads accounts through the Model Context Protocol, specifically tuned for local service businesses. Provides account health scoring, search term waste analysis, and diagnostic insights without requiring GAQL knowledge.

PostgreSQL MCP Server

PostgreSQL 데이터베이스와 상호 작용하여 테이블 목록을 나열하고, 스키마를 검색하고, 읽기 전용 SQL 쿼리를 실행할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

D&D Combat MCP Server

A Cloudflare Workers-based MCP server template for building remote MCP servers without authentication. Provides a starting point for deploying custom tools accessible from Claude Desktop or other MCP clients.

Tableau MCP Server

Connects Claude Desktop to Tableau Server for natural language interactions with Tableau data, enabling data extraction, dashboard exports, and comprehensive administrative capabilities including user management, permission auditing, and usage analytics.

hyprland-mcp

An MCP server for Hyprland desktop automation that allows AI assistants to see the screen, control mouse and keyboard, and manage windows using native Wayland tools. It integrates OCR for text-based interaction and supports complex multi-monitor setups with pixel-accurate coordinate mapping.

Reachy Mini MCP

Enables control of Pollen Robotics Reachy Mini robot through high-level emotional expressions and low-level motor commands, with support for vision, audio, and text-to-speech capabilities.

md-pdf-mcp

VS Code의 마크다운 스타일과 Python의 ReportLab을 사용하여 마크다운을 스타일이 적용된 PDF로 변환하고, 간단한 노트 저장 시스템을 제공합니다.

PR Reviewer

GitHub 및 Notion과 통합되어 풀 리퀘스트를 분석 및 검토하고, 자동화된 코드 리뷰 및 Notion 문서화를 가능하게 하는 도구.

ZigBee2MQTT MCP Server

Enables AI assistants to discover, monitor, and control ZigBee smart home devices through ZigBee2MQTT. Provides intelligent device discovery, state monitoring, and automation integration with support for remote deployment.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that enables AI models to use custom tools without authentication requirements.

Remote MCP Server on Cloudflare

Enables deployment of authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from MCP clients like Claude Desktop or the Cloudflare AI Playground.

ManyContacts MCP Server

MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to manage contacts, send messages, run campaigns, and configure auto-replies through comprehensive CRM operations.

System Resource Monitor MCP Server

클로드에게 CPU, 메모리, 디스크, 네트워크, 배터리, 인터넷 속도 지표를 포함한 실시간 시스템 모니터링 기능을 제공합니다.