Discover Awesome MCP Servers

Isaac Sim MCP Extension and MCP Server

Isaacシミュレーション MCP拡張機能とサーバー

UI Flowchart Creator

MCP互換システム内で使いやすいAPIを通じて、ユーザーインターフェースとインタラクションの可視化を生成し、UIフローチャートを作成できるようにします。

TEST MCP USDT MCP Server

Enables AI agents and LLMs to interact with the TEST MCP USDT API through standardized tools using the Model Context Protocol. It provides a containerized environment for executing USDT-related API operations and asynchronous tool handling.

Tello Drone MCP Server

ドローンを制御するためのMCPサーバー

Dependency Checker MCP Server

Enables security scanning for npm dependencies by checking manifest and lockfiles against the OSV.dev and Socket.dev vulnerability databases. It provides tools to detect vulnerabilities in specific packages and retrieve detailed technical reports for identified security issues.

lordicon-mcp

An MCP server that allows AI agents to search, preview, and generate embed code for Lordicon animated icons. It provides tools for browsing icon families and generating ready-to-use snippets in HTML, React, and web component formats.

shell-mcp

Enables secure execution of shell commands via MCP with multiple security layers including command whitelisting and directory restrictions.

Security Context MCP Server

Provides instant access to authoritative security documentation from organizations like OWASP, NIST, and major cloud providers through natural language semantic search. It enables users to retrieve security best practices, frameworks, and vulnerability information directly from a locally cached knowledge base.

MCP Commute Assistant

A smart commute assistant that monitors travel routes via the Amap API and sends automated notifications to DingTalk. It enables users to schedule daily route checks and receive real-time traffic updates using a modular MCP-based architecture.

ComputeGauge MCP

Provides cost intelligence and a reputation scoring system to help AI agents optimize spending through smart model selection and local-to-cloud routing. It enables real-time cost tracking and rewards agents for making efficient, high-credibility decisions across various LLM providers.

miro-mcp-server

MCP server for controlling Miro whiteboards with AI assistants. Create and manage stickies, shapes, frames, connectors, and more.

FIWARE MCP Server

鏡 (Kagami)

Local Filesystem MCP Server

Enables exploration and search of local filesystems using glob pattern matching to find files and grep to search for text patterns within files.

Remote MCP Server on Cloudflare

Enables deploying and running a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows users to host and access tools remotely via Server-Sent Events (SSE) transport from clients like Claude Desktop.

orbuc-mcp-server

On-chain stablecoin market cap and Bitcoin institutional holdings data.

Vercel AI SDK Documentation MCP Agent

Vercel AI SDKのドキュメントに対して、AIを活用した検索とクエリ機能を提供するModel Context Protocol (MCP) サーバーです。このプロジェクトにより、開発者はVercel AI SDKに関する質問をすることができ、公式ドキュメントに基づいた正確で文脈に沿った回答を得ることができます。

Wuying AgentBay

Provides AI agents with cloud-based execution environments through Alibaba Cloud's Wuying infrastructure, enabling browser automation, file operations, and terminal access in secure, serverless cloud environments.

mcp-git

Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..

MPC Docs Server

Langchain、Llama Index、OpenAIの公式ドキュメントから、関連性の高いドキュメントスニペットを検索・取得できる、シンプルなモデルコンテキストプロトコルサーバー。

Detox MCP

Integrates the Detox mobile testing framework with Claude, enabling test execution, configuration management, code generation, and device management for React Native E2E testing.

mcplens

A local MCP server that provides AI coding assistants with semantic search capabilities over codebases. It indexes code using local embeddings and exposes tools for efficient code retrieval, saving tokens and improving response quality.

Paperlib MCP

Enables academic literature management through PDF import, hybrid search, knowledge graph construction, and automated literature review generation. Combines full-text search with semantic vector search for comprehensive paper analysis.

hubspot-mcp

MCP server for HubSpot CRM — 33 tools covering contacts, companies, deals, pipelines, lists, marketing emails, forms, workflows, and properties.

MCP Server Builder

Scaffolds new MCP server projects with intelligent file analysis that auto-detects capabilities based on your data files, generating complete TypeScript projects with build tools and development workflow.

mcp-costco

Enables interaction with Costco.com via browser automation to search products, manage shopping carts, and check membership status. It supports the full e-commerce lifecycle, including placing orders, tracking shipments, and locating nearby warehouses.

KeyboardCrumbs MCP Server

Provides real-time threat intelligence including IP risk scores, CVE lookups, and malware hash analysis without requiring an API key. It enables users to monitor active threats, predict CISA KEV additions, and detect pre-attack infrastructure staging through natural language.

vmysql-mcp

A lightweight, multi-environment MySQL MCP server that provides secure, policy-gated database access through simplified query and execution tools. It enables AI agents to interact with multiple database environments safely using environment-based routing and strict security constraints.

Prompt Cleaner MCP Server

Enables cleaning and sanitizing prompts through an LLM-powered tool that removes sensitive information, provides structured feedback with notes and risks, and normalizes prompt formatting. Supports configurable local or remote OpenAI-compatible APIs with automatic secret redaction.