Discover Awesome MCP Servers

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

GitLab MCP Server

Enables AI assistants to interact with GitLab by wrapping the REST API v4 into executable tools for repository and branch management. It supports operations like creating projects, managing branches, and retrieving user information through the Model Context Protocol.

Hyperliquid MCP Server v3

A streamlined version of the Hyperliquid MCP Server that can be set up with a single command

Symbolic Algebra MCP Server

A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.

Unity MCP Server

Enables AI assistants to interact with Unity Editor projects through 68+ tools for manipulating scenes, GameObjects, components, and assets, plus live access to console logs, hierarchies, and test results.

Mi Note MCP Server

Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants to read, search, create, manage notes and folders with automatic Markdown/XML conversion and image upload support.

CryptoQuant MCP Server

Enables AI assistants to access real-time on-chain crypto analytics, whale tracking, and market metrics through natural language queries. It provides access to over 245 endpoints for comprehensive data analysis of assets like Bitcoin, Ethereum, and stablecoins.

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

PBIXRay MCP Server V2

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

ClaudeR

Connect RStudio directly to Claude Desktop, Claude Code, Codex, Gemini CLI, or any other MCP based AI assistant for interactive coding and data analysis.

MCP Authentication Example

Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JWT validation and a sample weather tool to showcase secured API access.

简单操作指南

Repositório para projeto MCP em branco com configuração do servidor GitHub MCP

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

MySQL MCP Server

A comprehensive MySQL interface for the Model Context Protocol that enables database management, SQL execution, and performance analysis. It features a robust Git-style version control system with automatic backups, secure permission management, and precise rollback capabilities for all data operations.

Solana Mcp

Servidor MCP do Kit de Agente Solana

Swarms MCP Documentation Server

An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.

MCP Weather Server

Enables users to get current weather information for any city through a simple JSON-RPC interface. Integrates with OpenWeatherMap API to provide real-time weather data including temperature, conditions, and other meteorological information.

MCP Port Scanner

An intelligent layered port scanning service based on MCP protocol, designed for AI assistants and development tools to perform network security analysis with real-time feedback.

Jira Server

Provides integration with Jira's REST API, allowing AI assistants to manage Jira issues programmatically.

Xray MCP Server

Enables integration with Xray Cloud APIs for comprehensive test management including creating and managing test cases, test executions, test plans, and test sets. Supports CI/CD automation and test result tracking through GraphQL APIs.

Google Search Console MCP Server

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

Bash MCP (Master Control Program)

A TypeScript application that allows Claude to safely execute bash commands with security safeguards including whitelisted commands, directories, and comprehensive logging.

MCP Video Digest

Um serviço que extrai e transcreve conteúdo de áudio de vídeos em mais de 1000 sites de streaming, incluindo YouTube, Bilibili, TikTok e Twitter, com suporte para vários provedores de transcrição como Deepgram, Gladia, Speechmatics e AssemblyAI.

Maestro

Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

aegis-defi

Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, simulates transactions, blocks honeypots.

mcp-bitbucket-dc

An MCP server for Bitbucket Data Center that enables AI assistants to search code, browse files, and manage pull requests through a standardized interface. It supports comprehensive repository exploration, including Lucene-style code searching and direct file content access.

Google Sheets MCP Server

Provides a secure bridge for AI assistants to interact with the Google Sheets API via 31 tools for spreadsheet management, data manipulation, and table-level operations. It supports both Service Account and OAuth 2.0 authentication for tasks including batch updates, CSV imports, and conditional formatting.