Discover Awesome MCP Servers

flatkey-mcp

Enables any MCP-compatible AI client to use the Flatkey API for generating text, images, video, speech, sound effects, and music, with credit consumption tracking.

PixelForge MCP

PixelForge MCP provides a pipeline for converting AI-generated illustrations into in-game dot sprites. It automates background removal, pixelization, palette unification, outlining, and spritesheet packing via MCP tools.

Enel RJ: Lista de Instalações

Read-only MCP server for querying Enel Rio de Janeiro's official list of installations using a single tool, hosted with prepaid pay-per-use pricing.

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 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.

Databricks MCP Server

A FastAPI-based server that provides tools for local file management and Databricks operations, enabling users to create/edit files locally and interact with Databricks clusters, jobs, and DLT pipelines.

ecommerce-catalog-agent

Enables conversational product search and validation for e-commerce catalogs, with hybrid retrieval and live price/stock checks from a database.

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.

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

GPT-Image MCP Server

Enables generating images from text or transforming existing images using GPT-Image-compatible APIs, with support for OpenAI and Agnes AI backends.

cortex-brain

An MCP server that enables AI agents to search, read, and contribute to a structured markdown knowledge base with citations, freshness tracking, and a safe write path, providing a shared, auditable company memory.

MCP Wait Timer Server

Provides a simple 'wait' tool that introduces deliberate pauses into workflows executed by MCP clients, allowing time for asynchronous operations to complete before proceeding to the next step.

Vertiso Memory

A portable, user-owned memory for MCP-capable agents in VS Code, enabling cross-agent recall and memory creation.

Database MCP

Enables interaction with MySQL and PostgreSQL databases through separate pluggable MCP servers with shared core functionality. Features optional TTL caching, bilingual prompts, and a unified gateway for managing multiple database connections.

gbox

Gru-sandbox (gbox) adalah proyek sumber terbuka yang menyediakan sandbox yang dapat di-host sendiri untuk integrasi MCP atau kasus penggunaan agen AI lainnya.

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.

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-server-proxmox

A Model Context Protocol (MCP) server for Proxmox Virtual Environment that enables AI assistants to manage virtual machines, containers, nodes, and resources through natural language interactions.

Deep Research MCP Server

Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs to gather and aggregate data for high-quality documentation generation. It provides structured JSON outputs for LLMs and includes configurable tools for secure file writing of research findings.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

ariadne

A native, local-first, multilingual memory server for Codex, Claude Code, and any MCP client, providing hybrid semantic and exact memory recall using Go, Qdrant, and bge-m3. It enables stable, concurrent memory storage and retrieval without Docker or cloud dependencies.

Anki MCP Server

Provides tools for managing Anki decks, notes, and note types via the Model Context Protocol. It features AI-powered audio generation using Google Cloud TTS and supports efficient bulk note creation and media management.

TypeSpec MCP Server

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

Cursor Delegate

Enables MCP clients like Claude Code and Codex to delegate coding tasks to Cursor's CLI agent, which implements changes in the workspace and returns clean, structured results for review.

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.

Market Price Finder

Enables querying and comparing product prices across different marketplaces with real-time updates. Deployable on Cloudflare Workers with tools for searching products, comparing prices, and retrieving price history.

mcp-trust-scanner

Scans MCP tools for trust drift, composition risks, and runtime policy violations, with optional LLM explanations.