Discover Awesome MCP Servers

Amazon CloudWatch Logs MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que assistentes de IA interajam com o Amazon CloudWatch Logs através de uma interface padronizada usando o AWS SDK.

Enola

Enola. is a local Model Context Protocol (MCP) server. A deterministic map of your codebase for AI coding agents — the real architecture, extracted from your source, not guessed.

Korea Housing MCP

This MCP server integrates South Korea's national law information, building registers from MOLIT, and KOSIS statistics for housing development research. It enables searching laws, retrieving building details, and accessing statistical data through natural language.

DeTLeng BigQuery MCP Server

Enables AI assistants to query trusted BigQuery analytics using curated Business Intelligence tools, providing secure, accurate business metrics and KPIs through natural language.

axone-mcp

🤖 Servidor MCP da Axone – porta de entrada para o dataverso para ferramentas alimentadas por IA

Shrike Security MCP Server

Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.

mcp-memory-server

A knowledge-graph-based persistent memory server for the Model Context Protocol, storing entities, observations, and relations in SQLite with semantic vector search and temporal versioning.

ibge-data-mcp

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Marketic

An MCP server providing 32 marketing intelligence tools for competitive analysis, content generation, campaign management, and analytics, enabling MCP-compatible agents to execute marketing operations natively.

tdrest

Enables making REST API calls to Teradata cloud services including Elastic Compute, Vector Store, OMS, and QueryGrid. Supports custom authentication, Socks5 proxy, and multipart file uploads.

research-assistant

Enables AI-powered research by breaking a topic into subtopics, gathering information via agents, and compiling a report. Integrates with LangGraph and RAG for orchestration and contextual retrieval.

StillOS

MCP server providing calibrated prediction signals for Kalshi CPI/GDP markets and tamper-evident claim notarization with Ed25519 receipts.

WCAG Color Contrast MCP Server

Enables accurate WCAG color contrast checking and accessibility analysis by calculating actual contrast ratios between color pairs, checking compliance levels, and analyzing luminance values for web accessibility.

Google MCP Server

Enables to interact with Google Mail, Docs, Sheets, and Tasks through natural language.

didlogic_mcp

Uma implementação de servidor do Protocolo de Contexto de Modelo (MCP) para a API Didlogic. Este servidor permite que Modelos de Linguagem Grandes (LLMs) interajam com os serviços Didlogic através de uma interface padronizada.

Poly Pizza MCP

Enables searching, retrieving, and browsing thousands of free 3D models from Poly Pizza through natural language commands.

Backendless Console SDK MCP Server

Enables AI assistants to manage Backendless applications, including databases, users, files, and API services, through natural language commands, with support for OAuth2 authentication and hosted endpoints.

keyscope-mcp

AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents control Keysight EDUX1052G oscilloscopes via a compact DSL.

rviz-mcp

MCP server enabling AI agents to control RViz2 displays, fixed frames, and views, with offline mock support for CI and demos.

MCP LLMS-TXT Documentation Server

Um servidor MCP de código aberto que fornece a aplicações como Cursor, Windsurf e Claude acesso a arquivos de documentação llms.txt, permitindo que os usuários controlem e auditem a recuperação de contexto.

tarot-mcp-server

Provides tarot card meanings, spreads (three-card, yes/no), and random draws for any MCP-compatible client.

Email Validator AI MCP

Email Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Ed Discussions MCP Server

Enables AI assistants to interact with Ed Discussions (EdStem) course discussions, manage threads, comments, and facilitate Q&A, with tools for analytics and read status control.

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

playwright-report-mcp

An MCP server for running Playwright tests and reading structured results, failed test details, and attachment content, designed for AI agents doing test failure analysis.

MCP Atlassian

Servidor MCP lidando com integrações Jira

mcp-server-example

Aqui está um exemplo simples de um servidor MCP (Minecraft Coder Pack) para ajudar a entender melhor: **Em Inglês (Original):** "Let's say you want to change how creepers explode. Without MCP, you'd have to look through obfuscated code like `a.b.c(d,e,f)`. With MCP, you can see something like `EntityCreeper.explode(damageMultiplier)`. Much easier to understand and modify!" **Em Português (Tradução):** "Digamos que você queira mudar como os creepers explodem. Sem o MCP, você teria que procurar em código ofuscado como `a.b.c(d,e,f)`. Com o MCP, você pode ver algo como `EntityCreeper.explode(damageMultiplier)`. Muito mais fácil de entender e modificar!" **Explicação:** * **Código Ofuscado:** O código original do Minecraft é "ofuscado", o que significa que os nomes das variáveis e funções são alterados para dificultar a leitura e a compreensão. Isso é feito para proteger a propriedade intelectual. * **MCP (Minecraft Coder Pack):** O MCP desofusca o código, substituindo os nomes obscuros por nomes mais legíveis e significativos. * **Exemplo:** O exemplo mostra como o MCP torna o código mais fácil de entender. Em vez de ter que lidar com nomes de variáveis e funções sem sentido, você pode ver nomes que descrevem o que o código realmente faz. Isso facilita muito a modificação do jogo. Em resumo, o MCP é uma ferramenta que torna o código do Minecraft mais legível e compreensível, facilitando a criação de mods.

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.