Discover Awesome MCP Servers

memory-mcp

Provides persistent memory for AI assistants via MCP, enabling them to store and recall facts, preferences, and tasks across conversations using either local file storage or a cloud backend with semantic search.

lorcana-mcp

An MCP server for searching and aggregating Disney Lorcana cards, enabling card lookup, deck building, and statistical analysis.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

Bybit MCP Server

Enables LLMs to interact with Bybit V5 API for market data, trading, account management, and position tracking.

steam-store-search-mcp

MCP server that provides tools to search Steam games by keyword, retrieve game details (price, release date, genres), and fetch player reviews with recent ratings.

Amadeus-QQ-MCP

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

bio-mcp

Servidor MCP para bioinformáticos e biólogos computacionais

Instagram Ads MCP Server

Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleting Instagram ads via natural language.

Arca MCP

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

MCP Data Catalog

An MCP server that provides AI assistants with structured, type-safe access to tabular datasets from CSV files. It enables users to list, describe, and query data using filters and projections with support for hot reloading.

Telegram Notify MCP Server

Connects VS Code Copilot to Telegram for mobile notifications, interactive approval workflows, and remote command input. Enables users to monitor AI agents, approve sensitive operations, and provide follow-up instructions from their smartphone.

TypeSpec MCP Server

Enables building MCP servers using TypeSpec, with tools for learning, scaffolding projects, and compiling TypeSpec to generate server assets.

Fastmail MCP Server

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

Brex MCP Server

Enables AI agents to interact with the Brex financial platform, allowing access to account information, transactions, expenses, receipts, budgets, and spend limits through the Brex API.

gbox

Gru-sandbox (gbox) é um projeto de código aberto que fornece um sandbox auto-hospedável para integração com MCP ou outros casos de uso de agentes de IA.

mcp-docs-tools

Provides documentation generation and analysis tools for AI agents, including JSDoc generation, README analysis, changelog generation, API documentation, and code comment analysis.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication, customizable with tools and connectable to Cloudflare AI Playground or Claude Desktop via SSE.

USASpending MCP Server

Enables research of federal contract awards, market opportunities, and competitive landscapes using the USASpending.gov API. It provides specialized tools for AI agents to analyze government spending trends, identify incumbents, and search contractor details.

Markdown Sidecar MCP Server

Provides access to markdown documentation for local NPM, Go, and PyPi packages as MCP resources or tools. It enables informed code generation by surfacing documentation directly from a project's working directory.

arc-lite-mcp

A lightweight MCP server to control Arc Browser on macOS, optimized for frontend development with 30 tools including DOM operations, debugging, and network monitoring.

OpenCollab MCP

Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.

memory-mcp

A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.

MCP Image Gen

Generates images from text prompts using Google's Gemini AI models with customizable aspect ratios and resolutions up to 4K, automatically saving images locally.

scaleforge-mcp-meta-ads

Meta Ads MCP by ScaleForge — a Model Context Protocol server that exposes Meta (Facebook/Instagram) Ads management directly through the Graph API v24.0

MCP Remote Control

An MCP server that enables AI assistants to control TVs on a local network through natural language commands. It currently supports Roku devices, allowing users to launch apps, manage playback, and navigate menus.

Bilibili MCP (Playwright)

An MCP server that utilizes Playwright to automate Bilibili video uploads, including automated metadata entry for titles, tags, and descriptions. It features QR code login and cookie persistence to enable seamless interaction with the Bilibili creator platform.

dehashed-mcp

An MCP server that wraps the DeHashed breach-data API, exposing endpoints as tools with server-side API key management, RBAC/ABAC authorization, and structured Docker logging.

scoutdocs-mcp

MCP server that fetches and searches the latest stable documentation for any package from PyPI, npm, and crates.io.

myBrAIn

MCP server that provides persistent memory and contextual awareness to language models, enabling project onboarding, recall of architectural rules, and code consistency across sessions.

mcp-trustedadvisor-server

Provides comprehensive access to AWS Trusted Advisor checks and recommendations through both legacy and modern APIs, with support for AWS Organizations.