Discover Awesome MCP Servers

ZepAI Memory Layer MCP Server

Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingestion (text, code, conversations), and knowledge graph operations. Provides dual access through MCP protocol and direct API calls with automatic tool generation from FastAPI routes.

🔒 MCP Server Authentication Reference Collection

Com certeza. Aqui estão alguns servidores MCP de referência que demonstram como a autenticação funciona com a especificação atual do Protocolo de Contexto de Modelo: * **Servidor de referência MCP da Meta:** Este é o servidor de referência oficial mantido pela Meta. Ele inclui exemplos de como implementar a autenticação usando diferentes métodos, como chaves de API e OAuth 2.0. Você pode encontrar o código-fonte e a documentação no repositório do GitHub da Meta. * **Exemplos de servidores MCP de código aberto:** Existem vários servidores MCP de código aberto disponíveis no GitHub e em outras plataformas. Esses servidores podem fornecer exemplos adicionais de como implementar a autenticação em diferentes linguagens de programação e estruturas. Ao examinar esses servidores de referência, você pode aprender como: * Implementar diferentes métodos de autenticação * Validar credenciais de autenticação * Autorizar o acesso aos recursos do MCP * Gerenciar sessões de autenticação Além disso, você pode consultar a especificação do Protocolo de Contexto de Modelo para obter mais informações sobre os requisitos de autenticação.

Yahoo Mail MCP Server

Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP with OAuth support for both local and remote MCP clients.

magpie-search

Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.

ModAST-MCP

Module-aware AST MCP server for C++20/23 projects using clangd for AST/LSP operations and a source-level module index, enabling module graph queries, references, diagnostics, and code formatting.

Vibe Composer MIDI MCP

Enables LLMs to compose and play multi-track MIDI music through natural language prompts. Supports outputting to software or hardware synthesizers for enhanced audio quality.

jambavan

An MCP server that provides coding models with a live code index, inferred code graph, durable memory, and surgical tools to help them leverage their existing reasoning and coding abilities effectively.

verbative-memory

On-device memory system for AI coding agents that captures commands, edits, and test results in a lossless ledger plus distilled facts, then provides selective recall over MCP with tools like remember, recall, search, and ask.

Maicraft

Enables AI agents to play and interact with Minecraft servers through mineflayer, providing automated actions like mining, movement, crafting, and real-time game event monitoring.

MyWhoosh MCP Server

Enables AI assistants to interact with the MyWhoosh API using natural language, allowing users to create workouts, manage training sessions, schedule tasks, and adjust settings.

mcp-n8n

Provides comprehensive management of n8n instances, including workflows, data tables, tags, credentials, users, and more, through 43 tools.

SEFAZ SPU: Dados Cadastrais de Imóvel da União

Provides read-only access to official cadastral data of federal properties (Imóveis da União) from SEFAZ SPU.

spaceship-mcp

MCP server for managing domain registrations, DNS, WHOIS privacy, transfers, and marketplace listings via Spaceship API.

XLMCP

Enables Claude Code to interact with Jupyter notebooks, perform semantic search over knowledge files, and manage research projects.

Carbon Intensity MCP

Provides access to the UK Carbon Intensity API, enabling users to retrieve current, historical, and forecast carbon intensity data, regional data by postcode, and generation mix information.

MCP Server App

An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social content creation, and GitHub access via STDIO transport.

remote-mcp-server

A TypeScript-based MCP remote server with HTTP transport, token authentication, and support for tools, prompts, and resources.

FAST-NUCES Flex Student Portal MCP Server

Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students to query their academic data including attendance, marks, transcript, and fee reports through natural language conversations.

MCP Guide Schema Query

Enables AI tools to understand a database, inspect schema, and run safe SELECT queries with SQL guardrails, plus optional codebase reading.

multi-agent-orchestrator

An MCP server that orchestrates multiple AI agents in parallel to get diverse perspectives on a single topic, supporting debate, review, and quick modes.

Epublys-MCP

Hosted Streamable HTTP MCP server (https://epublys.com/mcp) with 9 tools for EPUB/PDF manipulation: merge, split, compress, EPUB↔PDF conversion, metadata read/edit, validation with auto-fix, and AI cover generation. Free API key, no install. Listed on the official MCP registry as com.epublys/epublys.

Beatport MCP API

Enables searching for Beatport artists by name, returning structured data like names, IDs, and URLs.

zotero-mcp-lite

Enables AI assistants to search, read, and manage Zotero references locally with customizable research workflows.

aion-mcp

An MCP server that provides a set of tools for driving the AION AI assistant stack and managing a home fleet over SSH, including fleet control, Kali security tools, and memory management.

Perplexica MCP Server

Enables AI-powered searches through a local Perplexica instance with multiple focus modes including web search, academic search, YouTube, Reddit, and more, with streaming support and conversation history.

f2b-mcp-gateway

Exposes f2b-sandbox capabilities as MCP tools for creating, managing, and running commands in sandboxes, enabling AI agents to execute code and manipulate files in isolated environments.

Who's in Space

Provides AI assistants with live information about who is currently in space and the location of the ISS, using the free Open Notify API.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from clients like Claude Desktop or the Cloudflare AI Playground.

GhostDom

Headless-browser-as-JSON for AI agents — POST a URL, get rendered HTML, structured DOM, visible text, title, links, and a screenshot from real Chromium, with memorymarket economics where the first agent to render a URL earns 90% of every cache-hit fee from other agents within a 10-minute TTL.

Figsor

Bridges Cursor AI to Figma for chat-driven design creation and editing directly on the Figma canvas. It provides over 45 tools to manage layers, layouts, components, and variables through natural language commands.