Discover Awesome MCP Servers

Clickzetta MCP Server

Clickzetta와 데이터베이스 상호 작용을 가능하게 하는 모델 컨텍스트 프로토콜 서버입니다. 사용자는 SQL 쿼리를 실행하고, 테이블을 관리하며, 데이터 인사이트에 대한 동적으로 업데이트되는 메모를 유지할 수 있습니다.

Texas Holdem MCP Server

MCP 클라이언트 인터페이스를 통해 AI 에이전트가 텍사스 홀덤 포커 게임을 플레이할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

OpenAI Image Generation MCP Server

Provides tools for generating and editing images using OpenAI's gpt-image-1 model via an MCP interface, enabling AI assistants to create and modify images based on text prompts.

GKE Hub API MCP Server

An auto-generated MCP server that enables interaction with Google Kubernetes Engine Hub API for multi-cluster management through natural language commands.

Financial Data MCP Server

Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

Spring AI MCP Server

This phrase, "스프링부트와 AI를 활용한 엑셀, PPT 생성 서버," translates directly to: **"Excel and PPT generation server using Spring Boot and AI."** A slightly more natural phrasing in English might be: * **"A server for generating Excel and PPT files using Spring Boot and AI."** * **"An AI-powered server for generating Excel and PPT files with Spring Boot."**

MCP FishAudio Server

An MCP (Model Context Protocol) server that provides seamless integration between Fish Audio's Text-to-Speech API and LLMs like Claude, enabling natural language-driven speech synthesis.

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Code MCP Server

An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

Google Tasks MCP Server

Enables AI assistants to manage Google Tasks through natural language interactions. Supports creating, updating, deleting, searching, and listing tasks with secure OAuth2 authentication.

PAL - Project API Locker

Enables secure API key management for development projects by storing keys in OS keychains, auto-generating .env files and SDK client code, and providing AI-assisted key management through Claude Code integration.

Greeting & Image Generation MCP Server

Provides multilingual greetings in English, Korean, and Japanese, and generates AI images using the FLUX.1-schnell model from Hugging Face.

NCP - Natural Context Provider

Unified MCP orchestration layer that consolidates multiple MCPs into a single interface with semantic tool discovery, code-mode execution, scheduling, and intelligent caching to reduce token usage by 97% and eliminate choice paralysis.

Context Apps

This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI

UniProt MCP Server

언어 모델이 단백질 세부 정보, 서열, 기능, 구조를 포함하여 UniProt 데이터베이스에서 단백질 정보를 가져올 수 있도록 하는 MCP 서버.

plsreadme

MCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.

GSC MCP Server v2 - Remote Edition

Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enabling users to analyze search performance, inspect URLs, manage sitemaps, and export analytics data through natural language conversations.

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly on EdgeOne Pages. Simple self-hosted solution with one-click deployment and KV storage for website files.

FastMail MCP Server

Enables AI-powered email management through FastMail's JMAP API with features like smart email analysis, automated organization, inbox zero automation, and intelligent reply generation. Supports advanced email operations, contact management, calendar integration, and hierarchical email organization systems.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

Model Runner

Provides a unified MCP interface for running completions, embeddings, image generation, and classification across OpenAI, Anthropic, Groq, and Mistral. Eliminates provider-specific boilerplate by standardizing API calls for text generation, vector embeddings, and classification tasks.

Gemini MCP Server

Model Context Protocol(MCP)를 통해 Claude 또는 다른 MCP 클라이언트를 사용하여 Google의 Gemini AI 모델(특히 Gemini 1.5 Pro)을 사용할 수 있도록 하는 MCP 서버 구현.

NRTSearch MCP Server

Enables AI assistants to search and query Lucene/NRTSearch indexes using natural language, supporting full Lucene query syntax including Boolean, phrase, range, wildcard, and fuzzy searches with highlighting and custom field retrieval.

Exegol MCP Server

Enables AI agents to interact with Exegol pentesting containers to execute commands and manage container status. It includes seven predefined workflows for automated security tasks such as web reconnaissance, port scanning, and vulnerability assessment.

RDW MCP Server

Provides tools to query Dutch vehicle registration data through the official RDW open API, allowing users to look up vehicle information by license plate, retrieve fuel/emissions data, and search vehicles by brand and model.