Discover Awesome MCP Servers

MySQL MCP Server

Enables direct interaction with MySQL databases through SQL queries, table exploration, and schema inspection with support for prepared statements and connection pooling.

Discord MCP Server

Enables interaction with Discord channels through a bot, allowing users to send messages and files, retrieve messages with advanced filtering, and download attachments of any type.

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

MCP Time Server

Provides time and date functionality with support for multiple formats and timezones, enabling users to get current time/date, format timestamps, and retrieve comprehensive datetime information.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

Iconsult MCP

An architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.

Parallels RAS MCP Server (Python)

Servidor MCP para Parallels RAS usando FastAPI

mintlify-mcp

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

DevOps Helper MCP

Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

Claude Code DingTalk MCP Server

Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users to send task completion alerts and various message formats to DingTalk groups from Claude Code.

Devici MCP Server

Provides LLM tools to interact with the Devici API, enabling management of threat modeling resources including users, collections, threat models, components, threats, mitigations, and teams.

QR Code Generator MCP

Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

Tagging MCP

Enables parallel tagging and classification of CSV data using multiple LLM providers with structured output, confidence scores, and optional reasoning for batch classification tasks.

ONLYOFFICE DocSpace MCP Server

Connects AI agents to ONLYOFFICE DocSpace, enabling them to manage rooms, collaborate on files, and handle permissions via natural language. It supports multiple transport protocols and authentication methods to facilitate document workflow automation.

Spotify MCP Server

Um servidor de Protocolo de Controle de Mídia para controlar a reprodução do Spotify.

qBittorrent MCP

A service that provides programmatic access to qBittorrent's WebUI API, enabling management of torrents, trackers, tags, speed controls, and system information through natural language.

raindrop-mcp

Um servidor MCP para Raindrop.io (serviço de marcação de favoritos).

memory-engine-mcp

An MCP server that provides persistent memory for AI agents by storing session snapshots, factual memories, and conversation summaries. It enables seamless continuity between interactions by allowing agents to restore previous emotional states and recall relevant past experiences.

Get Notes MCP Server

Integrates with Get Notes API to search and retrieve knowledge from configured knowledge bases with AI-powered synthesis and raw recall capabilities.

test

test

FastAPI MCP-Style Server

A minimal FastAPI implementation that mimics Model Context Protocol functionality with JSON-RPC 2.0 support. Provides basic tools like echo and text transformation through both REST and RPC endpoints for testing MCP-style interactions.

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting protection and supports listing all available pages from a sitemap.

OmniFocus MCP Server

Integração do Claude com o OmniFocus: Permita que LLMs interajam com suas tarefas através do Protocolo de Contexto do Modelo. Adicione, organize e consulte seu banco de dados OmniFocus com comandos em linguagem natural.

Files MCP Server

Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.

Copilot Studio Agent Direct Line MCP Server

Enables interaction with Microsoft Copilot Studio Agents directly from VS Code through the Direct Line 3.0 API. Supports starting conversations, sending messages, retrieving history, and managing conversation lifecycle with your custom agents.

semantic-edit-mcp

semantic-edit-mcp

Twitter MCP Tool

A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.

fixgraph

Search and contribute to FixGraph — 25,000+ community-verified engineering fixes. Tools: fixgraph_search, fixgraph_get_fixes, fixgraph_submit_fix.

OpenWeatherMap MCP Server

Provides access to real-time weather data, 5-day forecasts, and air quality information for any city using the OpenWeatherMap API.