Discover Awesome MCP Servers

MCP Server Basic Example

A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.

Desktop Image Manager MCP Server

데스크톱 이미지들을 관리하는 모델 컨텍스트 프로토콜 서버로, 데스크톱에 저장된 이미지 파일의 개수 세기, 목록 보기, 압축 기능을 제공합니다.

Jira MCP Server

An MCP server that enables interaction with the Jira API to retrieve time-tracking information. It allows users to fetch their logged work hours and specific task details for the current week.

Foreman MCP Server

Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.

AST MCP Server

Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to help models understand and navigate codebases.

Dedalus MCP Documentation Server

Enables AI-powered querying and serving of markdown documentation with search, Q\&A capabilities, and document analysis. Built for the YC Agents Hackathon with OpenAI integration and rate limiting protection.

InDesign MCP Server

Enables text manipulation in Adobe InDesign documents via Claude Desktop by providing tools to add, update, remove, and retrieve text content through ExtendScript API.

MCP Character Counter

Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

Seoul Public Data MCP Server

모델 컨텍스트 프로토콜 서버를 통해 지하철 승객 통계 및 문화 행사 정보를 포함한 서울시 공공 데이터에 접근할 수 있습니다.

Ollama MCP Database Assistant

Ollama의 LLM 기능과 모델 컨텍스트 프로토콜(MCP)을 통해 PostgreSQL 데이터베이스 액세스를 결합한 대화형 채팅 인터페이스입니다. 자연어로 데이터에 대해 질문하고 실제 SQL 쿼리를 기반으로 하는 AI 기반 응답을 얻으세요.

Google Flights MCP

A remote MCP server that searches Google Flights for flight information and airport codes. It enables users to find flights, locate airports, and generate travel dates through natural language interactions.

MCP Tools Documentation

VSCode 확장 프로그램 내에서 명령줄 도구에 대한 실시간 도구 검색 및 문서 검색을 용이하게 합니다. Express 및 SSE를 사용하여 안전하고 동적인 콘텐츠 스트리밍을 제공합니다.

air-blackbox-mcp

EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.

xAI MCP Server

Integrates xAI's Grok APIs into Claude Code to enable image and video generation, real-time web searches, and multi-modal image analysis. It provides a suite of tools for interacting with Grok models directly through natural language prompts during a Claude session.

File Search MCP

파일 시스템 내에서 전체 텍스트 검색을 위한 특화된 모델 컨텍스트 프로토콜(MCP) 서버.

mcp-weather

get weather

S3 Mcp

Fully Loaded AWS S3 Model Context Protocol Server (MCP)

FactorGuide

Accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. Answers: which variable dependencies are load-bearing and which can be safely ignored?

arXiv Search MCP

This MCP server enables users to search for scientific papers on arXiv and retrieve detailed metadata for specific papers. It provides tools to perform search queries and fetch in-depth information using paper IDs.

Nasuni Management MCP Server

Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.

Xiaohongshu (Little Red Book) MCP Server

A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.

AEM MCP Server

A comprehensive Model Context Protocol server for Adobe Experience Manager that provides 35+ REST/JSON-RPC API methods for complete content, component, asset, and template management. Enables AI-powered AEM automation through natural language interfaces with support for page operations, component CRUD, asset management, and publishing workflows.

HoudiniMCP

Houdini를 Model Context Protocol을 통해 Claude AI에 연결하여 자연어 명령으로 AI 기반 3D 모델링, 장면 생성, 시뮬레이션 설정 및 렌더링을 가능하게 합니다.

MCP File Reader

A local AI-powered file reader that connects a Python MCP server with Ollama's Mistral model for offline file summarization. It provides secure file discovery and reading capabilities without requiring API keys or cloud services.

Zendesk MCP Server

Enables comprehensive management of Zendesk tickets, comments, and Help Center articles through tools for searching, creating, and updating content. It includes specialized prompts for ticket analysis and response drafting to streamline support workflows.

time-complexity-mcp

An MCP server for static Big-O time complexity analysis using tree-sitter AST parsing. Supports JavaScript, TypeScript, Python, Java, Kotlin, and Dart.

MasterGo Magic MCP

Connects AI models with MasterGo design tools to retrieve and process DSL data from design files, enabling AI-powered design analysis and manipulation.

Burger King MCP Server

Enables AI assistants to search the Burger King menu, manage a cart with item customizations, and find nearby restaurant locations. It facilitates ordering for pickup or delivery using Playwright browser automation.

Countries MCP Server

An MCP server that provides country-related data from the REST Countries API, allowing users to query information about countries through natural language.