Discover Awesome MCP Servers

Code Search MCP

Enables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

mcp-toolselect

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

Chotu Robo Server

An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.

Universal Memory MCP Server

A portable MCP server providing a shared intelligent memory system for any MCP-compatible AI tool, enabling storage, retrieval, extraction, and governance of memories across sessions.

mcp-governance-proxy

An MCP server that acts as a governance proxy for AI agents, evaluating each tool call against policies before execution, enabling secure and controlled access to systems like Slack, GitHub, and AWS without exposing credentials to the agent.

par5-mcp

Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.

AutoEQ MCP Server

Provides access to a database of over 8,800 headphones and IEMs for equalization settings, sound signature analysis, and Harman preference scores. It enables AI assistants to search, compare, and recommend headphones based on frequency response measurements and parametric EQ profiles.

CSMAR MCP Server

Enables direct access to CSMAR financial databases through Claude Code. Supports 240+ databases including financial statements, stock trading data, and company information with intelligent login management and 11 MCP tools.

Outline MCP Server

An MCP server that enables reading, writing, and searching documents in Outline via its API. It supports document management, full-text search, and collection organization using Markdown formatting.

mcp-server-demo

✨ MCP 서버 데모

TanStack MCP Server

Wraps the TanStack CLI to provide programmatic access to documentation, library listings, and project scaffolding for the TanStack ecosystem. It enables AI assistants to search documentation and create new TanStack applications through the Model Context Protocol.

MCP Server

A unified Model Context Protocol server with pluggable tools and independent endpoints, allowing clients to selectively add specific tools like calculator, echo, and time utilities with fault isolation and secure authentication.

OpenAPI to MCP Generator

죄송합니다. 현재로서는 Open API Swagger 파일에서 Quarkus MCP 서버를 생성하는 Java 프로그램을 제공할 수 없습니다. 하지만, 다음과 같은 대안적인 방법을 고려해 볼 수 있습니다. 1. **Quarkus OpenAPI Generator 사용:** Quarkus는 OpenAPI 사양에서 Quarkus 프로젝트를 생성하는 데 사용할 수 있는 OpenAPI Generator 확장을 제공합니다. 이 확장은 OpenAPI 사양을 기반으로 컨트롤러, 데이터 모델 및 기타 아티팩트를 생성할 수 있습니다. 2. **Swagger Codegen 사용:** Swagger Codegen은 OpenAPI 사양에서 서버 스텁, 클라이언트 SDK 및 문서를 생성하는 데 사용할 수 있는 오픈 소스 도구입니다. Swagger Codegen을 사용하여 Java용 서버 스텁을 생성한 다음 Quarkus 프로젝트에 통합할 수 있습니다. 3. **수동 구현:** OpenAPI 사양을 수동으로 검토하고 Quarkus에서 해당 컨트롤러, 데이터 모델 및 기타 아티팩트를 구현할 수 있습니다. 이 방법은 시간이 더 오래 걸릴 수 있지만 OpenAPI 사양에 대한 완전한 제어력을 제공합니다. 이러한 대안적인 방법 중 하나를 선택하면 Open API Swagger 파일에서 Quarkus MCP 서버를 생성할 수 있습니다.

AV-MCP Automator

Middleware that uses Model Context Protocol and generative AI to automatically generate native Crestron Construct interfaces (.cuig/.cuib), enabling natural language creation of AV control UI components.

@thatworkagency/mcp-shopify

Model Context Protocol server providing read-only access to Shopify Admin API for products, orders, customers, and shop information with multi-store support via HTTP.

Slack MCP Server

Self-hosted MCP server for Slack using User OAuth Token, enabling message management, channel operations, and user interactions via natural language.

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

semantic-pen-mcp-server

Enables creating, viewing, and managing articles and projects via Claude Code and Cursor, with tools for project search, article creation, and content retrieval.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

autoglm-mcp

Enables AI agents to analyze and interact with Android phone screens via ADB, using the AutoGLM model to answer queries about screen content and coordinates.

Google Workspace MCP Server

Exposes a curated set of Google Workspace CLI operations as tools for managing Drive, Sheets, Calendar, Docs, and Gmail. It provides a focused set of high-value operations to avoid context window bloat while enabling file management, spreadsheet updates, and email interactions.

NetContext MCP

Enables AI assistants to execute SSH commands on network devices using natural language, supporting multiple vendors and authentication methods for automated network management.

Chess MCP Server

Enables Large Language Models to play chess agentically with real-time HTML board visualization and a hybrid AI engine featuring ten difficulty levels. It supports interactive games between users and agents, including a web dashboard to monitor active matches.

LINE Bot MCP Server (SSE Support)

Integrates the LINE Messaging API with AI agents via the Model Context Protocol, supporting both stdio and SSE transport protocols. It allows agents to send messages, manage rich menus, and retrieve user profile information for LINE Official Accounts.

MCP Bling

Remote MCP server for Bling API v3, enabling tools to manage products, orders, contacts, and generic API requests via OAuth multi-tenant authentication.

Rules MCP Server

An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.

Auth0 MCP Server

An MCP server that provides tools to read and modify Auth0 configurations via the Auth0 Management API v2, including write instruments for creation and updates but no deletion.

BlitzAPI MCP Server

Enables Claude to access BlitzAPI's B2B data endpoints, allowing sales reps to find contacts, companies, and enriched data using natural language.

vision-mcp

A Python-based MCP server that adds image analysis capabilities to text-only LLMs via a single analyze_image tool, supporting local files, URLs, auto-scaling, and multiple OpenAI-compatible APIs.