Discover Awesome MCP Servers

Bayesian MCP

A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.

GrabMaps MCP Server

Provides access to GrabMaps services (Places, Maps, Routes) through AWS Location Service using the Model Context Protocol.

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

MCP Memory System

Enables AI assistants to maintain persistent conversations and context between sessions through automated saving and global installation across projects. Provides zero-configuration memory persistence with automatic conversation history preservation.

Perplexity Agent MCP

Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.

claude-mermaid

MCP Server to previewing mermaid diagrams. https://github.com/veelenga/claude-mermaid/

HubSpot

표준화된 인터페이스를 통해 AI 모델이 HubSpot CRM 데이터 및 운영과 상호 작용할 수 있도록 지원하여 연락처 및 회사 관리를 지원합니다.

MCP MySQL Server

Enables interaction with MySQL databases through MCP, supporting query execution, table operations (insert, update, delete), and schema inspection for natural language database management.

Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP

DeepSeek R1의 추론 능력을 Claude 3.5 Sonnet의 응답 생성 능력과 결합하여, DeepSeek의 구조화된 추론이 Claude의 최종 결과물을 향상시키는 2단계 AI 처리를 가능하게 하는 모델 컨텍스트 프로토콜 서버입니다.

Awesome MCP Servers

엄선된 모델 컨텍스트 프로토콜(MCP) 서버 및 도구 목록입니다. AI 모델이 외부 데이터 소스 및 도구에 연결할 수 있도록 지원하는 다양한 MCP 구현을 찾아보고 탐색해 보세요.

🛡️ BurpSuite MCP Server

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RealVest Real Estate MCP Server

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

WordPress MCP

Enables AI models to interact with WordPress sites through standardized MCP interfaces, supporting content management, post operations, and site configuration with secure JWT authentication and dual transport protocols.

Foundry MCP Server

자연어 쿼리 및 명령을 통해 AI 어시스턴트가 Foundry 데이터 세트, 온톨로지 객체 및 함수와 상호 작용할 수 있도록 하는 MCP 서버.

MCP Chat Adapter

OpenAI 호환 채팅 엔드포인트를 사용하기 위한 MCP 서버

MediaWiki MCP Server

A tool that enables AI assistants like Claude to interact with MediaWiki instances by retrieving page content, performing searches, and analyzing wiki information through the MediaWiki API.

McFlow

Enables creation, management, and deployment of n8n workflows with enhanced context and automation capabilities. Features code extraction, automatic documentation, template generation, and intelligent project organization for streamlined workflow development.

KPC Component Library MCP Server

AI code generation service for KPC component library that solves hallucination problems by providing accurate component APIs, validation rules, and usage examples.

Aviation Model Context Protocol

Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

YingDao RPA MCP Server

A Model Context Protocol server that enables AI platforms to invoke RPA (Robotic Process Automation) capabilities from YingDao, allowing automated execution of repetitive tasks through AI interactions.

mcp-servers

모델 컨텍스트 프로토콜 서버 저장소

Investment Memorandum Processor MCP Server

An MCP server that automates extraction of structured financial data from investment memorandums and generates standardized PowerPoint presentations through a RESTful API.

Job URL Analyzer MCP Server

A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.