Discover Awesome MCP Servers

trading-mcp

Provides foundational trading utilities by fetching market data through Akshare and computing technical indicators like RSI and MACD using TA-Lib. It enables users to retrieve candlestick data and technical analysis series via a standardized MCP interface.

MCP Airtable Server

Provides tools for AI assistants to interact with Airtable databases, enabling CRUD operations on Airtable bases and tables.

MCP Fetch

A Model Context Protocol server that allows LLMs to retrieve and convert web content to markdown without robots.txt restrictions.

MCP Carvana

An MCP server that integrates with the Carvana marketplace to enable vehicle searching, financing estimation, and trade-in value assessments. It allows AI assistants to retrieve detailed vehicle information, history reports, and market insights directly from Carvana's inventory.

Fathom MCP Server

Enables access to Fathom.video meeting data including AI-generated transcripts, summaries, and action items. Supports searching meetings, exporting to markdown, and managing webhooks through natural language in Cursor IDE.

AGI-MCP

An advanced MCP server implementing a cognitive architecture through the GOTCHA framework and ATLAS process for sophisticated task management and reasoning. It provides persistent SQLite memory, lifecycle hooks, and a subagent system to enable complex, agentic AI workflows.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

MCP-A2A-Gateway

Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants like Claude to discover, register, communicate with, and manage tasks on A2A agents through a unified interface.

claude-session-manager

Claude Code Session Manager

Web3 MCP Server

Model-Context-Protocol 서버는 사용자가 간단한 RPC 엔드포인트를 통해 솔라나 및 이더리움 블록체인에서 기본적인 작업을 수행할 수 있도록 합니다.

Hiworks Mail MCP

A Model Context Protocol server that allows integration with Hiworks mail system to search, read, and send emails with support for text, HTML, and attachments.

Keka MCP Server

Integrates with Keka HR platform to manage employee profiles, attendance, leave applications, payslips, and holidays through OAuth2-authenticated API tools.

MCP Chart Server

A Model Context Protocol server that generates TradingView chart visualizations with real-time updates, enabling AI assistants to create and display financial charts through an integration with Chart-IMG API.

Ubuntu Desktop Control MCP

Enables AI assistants to control Ubuntu desktops through screenshots, mouse clicks, and keyboard interactions using AT-SPI integration and computer vision. It features optimized element detection and workflow batching for fast and accurate visual interaction with desktop applications.

AutoMac MCP

An experimental MCP server providing full control over the macOS user interface through mouse, keyboard, and window management tools. It enables AI assistants to automate desktop tasks by utilizing native accessibility APIs and OCR for real-time screen comprehension.

Imagician

Enables comprehensive image editing operations including resizing, format conversion, cropping, compression, rotation, flipping, and batch processing. Supports JPEG, PNG, WebP, and AVIF formats with quality control and metadata extraction.

Aiven MCP Server

Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch services, enabling LLMs to build full stack solutions by interacting with the Aiven ecosystem.

AWS Application Signals MCP Server

Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.

PocketBase MCP Server

A comprehensive server that enables interaction with PocketBase databases through the Model Context Protocol, providing authentication, collection management, record operations, file handling, and administrative functionality.

Public MCP Server

A basic Model Context Protocol (MCP) server implementation that provides a foundation for MCP server development. The README doesn't specify particular functionality, suggesting it may be a template or starting point for building custom MCP servers.

Cloud Filestore API MCP Server

An MCP server that enables interaction with Google Cloud Filestore API, allowing management of Filestore instances, backups, and shares through natural language commands.

MCP Server

A configurable server implementation that provides MCP (Model-Controller-Protocol) functionality, supporting both Node.js and Docker environments with automated setup and configuration options.

OneNote MCP Server

Enables AI assistants to securely interact with Microsoft OneNote data through the Microsoft Graph API. It supports comprehensive management tasks including searching page content, creating and editing notes, and automating productivity workflows like daily note creation.

Povio Worklog MCP Server

Automates the generation of professional worklogs by analyzing git commits with AI enhancement and seamlessly posting them to the Povio dashboard. It enables users to list projects, extract ticket numbers, and manage worklog entries through natural language commands.

RootData MCP Server

클로드와 같은 AI 어시스턴트가 프로젝트 정보, 조직 상세 정보, 검색 결과 등 RootData의 암호화폐 및 블록체인 프로젝트 데이터를 직접 쿼리할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

GCP MCP

Claude 데스크톱에서 자연어 명령을 통해 Google Cloud Platform 리소스를 관리할 수 있도록 지원하며, 수동 자격 증명 설정 없이 컴퓨팅, 스토리지, 데이터베이스, 네트워킹, 모니터링, IAM 전반에 걸쳐 포괄적인 작업을 수행할 수 있습니다.

need

AI agents hallucinate package names. need gives them a verified index of 10,000+ CLI tools — and a closed feedback loop that gets smarter with every install.

Windows CLI MCP Server

Enables secure command-line interactions on Windows systems with support for PowerShell, CMD, Git Bash, and WSL shells, providing controlled file access, command execution, and configurable security restrictions.

ArXiv Paper MCP

Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.