Discover Awesome MCP Servers

ctxray

Context intelligence for AI coding sessions. 7 MCP tools to score, compare, compress, build, and scan prompts across 9 AI tools. Rule-based, <5ms/prompt, all analysis runs locally.

Oracle DB Context MCP Server

Provides contextual database schema information for large Oracle databases, enabling AI assistants to understand and work with databases containing thousands of tables.

MCP-ShellJS

LLM을 위한 제어된 ShellJS 접근을 제공하는 안전한 MCP 서버로, AI 시스템이 구성 가능한 보안 샌드박스 내에서 셸 명령을 안전하게 실행하고 파일 시스템과 상호 작용할 수 있도록 합니다.

Google Ads MCP Server

Provides read-only access to Google Ads account data including campaigns, ad groups, keywords, and performance reports. Enables querying via GAQL through an MCP interface.

video-edit-tools

Enables AI agents to perform deterministic video editing operations like trim, resize, add text, and more using MCP tools.

Python Apple MCP

AppleScript를 통해 macOS 기본 애플리케이션(연락처, 메모, 메일, 메시지, 미리 알림, 캘린더, 지도)과 상호 작용할 수 있도록 지원하는 Python 서버입니다. 비동기 작업과 타입 안전 인터페이스를 제공합니다.

Calendar MCP Server

Enables AI assistants to manage Google Calendar events through natural language interactions, including creating, updating, deleting, and listing events.

credential-free

Scans code for exposed secrets, API keys, tokens, and credentials across 69 patterns covering cloud services, AI platforms, payment providers, authentication services, and databases.

StudentManagementMCP_Server

MCP server for student management with CRUD operations, supporting user authentication and student record management.

AI Hotel MCP Server

Enables AI-driven hotel booking operations with 30+ MCP tools, hybrid database architecture (PostgreSQL, MongoDB, Redis), and live benchmarking to demonstrate performance improvements.

Mercado Pago MCP Server

Mercado Pago's Official MCP Server offers tools so that developers can easily interact with our API using natural language, which simplifies tasks and product integration. Remotely hosted by Mercadolibre supporting Streamable HTTP Transport. Details on how to connect: https://mcp.mercadopago.com/

native-devtools-mcp

Gives AI agents and MCP clients direct control over native desktop apps, Chrome/Electron browsers, and Android devices with screenshots, OCR, accessibility-based element lookup, input simulation, window management, CDP, and ADB in one local server.

sailfishos-mcp

A MCP server for SailfishOS application development, creates new projects and add features following guidelines, performs build

ambient-mcp

An MCP server that wraps the Ambient Weather REST API. Query your personal weather stations conversationally from Claude Code, Claude.ai, or any MCP-compatible client.

IBM ODM Decision MCP Server

Bridges IBM Operational Decision Manager with AI assistants, enabling decisions as tools for integration with platforms like Watson Orchestrate and Claude Desktop.

mcp-mdns

MCP server that exposes mDNS service discovery functionality via the Model Context Protocol, enabling LLMs to discover and query zero-configuration network services on the local network.

Postman MCP

Sync your API code into Postman collections — body, params, auth, responses, tests, and examples — with zero manual fill, straight from Claude Code.

Pulltrader Seller Economics MCP

Estimates the net amount a trading-card seller keeps when selling the same card through eBay versus Pulltrader's selling methods, using a deterministic fee schedule.

renoise-mcp

MCP server for controlling Renoise via OSC. Lets Claude compose music by writing patterns, triggering notes, and controlling playback.

Multi-Database SQL MCP Server

Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases through tools for connection management, parameterized query execution, and schema inspection.

obsidian-sync-mcp

MCP server for managing an Obsidian vault with CAS-based write, note listing, reading, writing, patching, and searching via ripgrep.

Basic MCP Server

A basic TypeScript implementation of the Model Context Protocol (MCP) server designed as a starting point for MCP development. Provides a minimal foundation for building custom MCP servers with stdio configuration for local integration with VS Code and GitHub Copilot.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

SQLite Database Demo

모델 컨텍스트 프로토콜(MCP)에서 서버, 클라이언트 테스트를 구축하는 몇 가지 예시입니다.

DoorDash MCP Server

Enables AI agents to search restaurants, place delivery orders, and track real-time delivery status using the DoorDash Drive API. It includes a built-in mock data mode that allows for testing and demonstrating delivery lifecycles without requiring live API credentials.

Rootstock MCP Server

Enables Claude AI to interact with the Rootstock blockchain, including calling contracts, checking ERC20 token balances, transferring tokens, and querying gas prices.

gemini-mcp

MCP server providing Google Search grounding with source citations using Gemini Code Assist.

bgagents

Enables turning AI code agents like Anthropic Claude and OpenAI Codex into background agents accessible via MCP protocol for code generation, branch creation, and PR automation.

bruno-mcp

MCP server that executes requests from Bruno API collections via the Bruno CLI tool, enabling API request execution and collection management.