Discover Awesome MCP Servers

Math-Physics-ML MCP System

Provides GPU-accelerated scientific computing capabilities including symbolic mathematics, quantum wave mechanics simulations, molecular dynamics, and neural network training through four specialized MCP servers.

Semantic D1 MCP

Enables AI-assisted analysis and optimization of Cloudflare D1 databases through comprehensive schema introspection, relationship mapping, validation, and optimization recommendations. Demonstrates semantic intent patterns with hexagonal architecture for maintainable database development workflows.

MCP Salesforce Revenue Cloud

Provides AI assistants with direct access to Salesforce Revenue Cloud data and operations, enabling retrieval of products, price books, quotes, orders, and execution of custom SOQL queries through natural language.

MCP Protocol Validator

Conjunto de testes para validar implementações de servidores MCP em relação à especificação do protocolo MCP aberto. Ajuda os desenvolvedores a garantir a conformidade e a interoperabilidade do protocolo.

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.

Hardened Google Workspace MCP

A security-hardened integration that enables Claude to interact with Google Workspace tools like Gmail, Drive, and Docs while preventing data exfiltration by disabling features like email sending and external file sharing. It allows users to safely manage emails, documents, and calendars through natural language without risking unauthorized external communication.

YouTube MCP Server

Um servidor que permite a interação com dados do YouTube através do Protocolo de Contexto de Modelo, permitindo que os usuários pesquisem vídeos, recuperem informações detalhadas sobre vídeos/canais e obtenham comentários.

Slack Max API MCP

An MCP server that provides comprehensive access to the Slack Web API, enabling AI agents to search messages, manage channels, and create canvases. It features 13 core tools and over 300 dynamic methods for complete automation of Slack workspace operations.

FeelFit MCP Server

Provides access to body composition data from FeelFit smart scales, including measurements like weight, BMI, and body fat. Supports multi-account management and health goal tracking via the FeelFit Cloud API.

Alfresco MCP Server

Python-based server that provides AI-native access to Alfresco content management operations through the Model Context Protocol, enabling search, document lifecycle management, version control, and other content operations.

Kollektiv

Kollektiv

MCP Unity Editor

Enables AI assistants to interact with Unity Editor through the Model Context Protocol, allowing natural language control of Unity projects including scene manipulation, GameObject creation, component updates, package management, and test execution.

better-godot-mcp

18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, and more.

Kakao Bot MCP Server

An implementation of the Model Context Protocol that connects AI agents to Kakao Official Accounts, allowing users to send various message templates through the Kakao Developers API.

FakeStore MCP

A Model Context Protocol server that enables AI assistants to interact with a complete e-commerce application, providing authentication, product browsing, and shopping cart management through standardized MCP tools.

Docker MCP Server

Enables natural language management of Docker containers, images, networks, and volumes with support for both local and remote Docker engines. Features automated container composition, debugging capabilities, and persistent data management through an intuitive conversational interface.

MCP Express Server

A TypeScript-based MCP server template using Express.js and Server-Sent Events, providing example tools for echoing messages, performing calculations, and retrieving server time.

Sirr MCP Server

Provides Claude Code direct access to a Sirr secret vault for reading, pushing, listing, and deleting secrets with expiry constraints. It enables natural language secret management while keeping credentials secure through metadata-only listing and controlled value retrieval.

Affinity MCP Server

Enables AI assistants to control the Affinity creative suite on macOS through natural language, allowing for automated design tasks, UI interaction, and file operations. It leverages AppleScript and System Events to bridge AI commands with professional creative software.

APK Security Guard MCP Suite

Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.

Futuristic Risk Intelligence

Geopolitical conflict risk data for AI agents

Storacha MCP Storage Server

Permite que aplicações de IA interajam com armazenamento descentralizado através de uma interface padronizada do Protocolo de Contexto de Modelo, possibilitando uploads e recuperações de arquivos, e gerenciamento de identidade.

UUID MCP Provider

A simple Model Context Protocol server that provides timestamp-based UUID v7 identifiers when called by an LLM, offering chronologically sortable unique IDs with no input parameters needed.

MCP Agent Platform

A multi-agent human-computer interaction system that enables natural interaction through integrated visual recognition, speech recognition, and speech synthesis capabilities.

n8n MCP Server

Enables full workflow automation management in n8n through 40+ tools covering workflows, executions, credentials, tags, variables, projects, users, and source control operations.

Chase MCP Server

Enables AI agents to interact with Chase Bank accounts to view balances, transactions, statements, and rewards. It provides a secure, read-only interface using browser automation and stored session cookies for natural language financial management.

LlamaCloud MCP Server

Um servidor MCP local que se integra com o Claude Desktop, habilitando capacidades RAG para fornecer ao Claude informações privadas e atualizadas a partir de índices LlamaCloud personalizados.

MCP Debugger Server

Provides comprehensive debugging capabilities for Node.js and TypeScript applications with 25+ specialized tools, including breakpoint management, variable inspection, hang detection, CPU/memory profiling, and test framework integration.

DatahubMCP

Enables Claude to query MySQL databases and access Google Workspace (Sheets, Forms, Drive) for education program management, with built-in templates for data analysis and report generation.

YApi MCP Server

Enables reading and searching API documentation from YApi instances, allowing AI models to access interface definitions, project API lists, and search through API endpoints using YApi URLs or project IDs.