MCP server that lets an AI agent compose chiptune music in Lovely Composer by reading and writing its .jsonl project files.

Composer MCP Server - Backtest and Automate your trades with LLMs

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

Orchestrate complex AI interactions with Context Compose. A powerful CLI and server for building, validating, and managing context for large language models using the Model Context Protocol (MCP)

Orchestrate complex AI interactions with Context Compose. A powerful CLI and server for building, validating, and managing context for large language models using the Model Context Protocol (MCP).

A hardened Docker Compose reference for homelabs — best practices, security defaults, recipes, troubleshooting, MCP server for AI agents, and a working quickstart stack.

Let AI agents (and you) see Compose UI without an IDE: render @Preview to PNG, compare with designs, MCP server for Claude and other agents.

Manage containers on docker, podman, compose, and docker swarm through an MCP Server for Agentic AI

MCP server that generates buildable Compose Multiplatform (Android + iOS) projects and Unity game projects locally from any AI agent

A local mcp server for Discord, built with python, docker, and run via docker compose

Fail-closed image updates for Portainer and Compose. A digest ripens. You apply.

Project skeleton for Total CMS — install with: composer create-project totalcms/totalcms

Raspberry Pi homelab CLI for Docker Compose based AI, automation, monitoring, remote access, and MCP-powered developer services.

Lightweight self-hosted Docker Compose panel, a Coolify, Dokploy and Portainer alternative. Git deploys, HTTPS domains, logs, backups and an MCP server so AI agents deploy with scoped tokens. Runs the real docker compose, so containers keep running if Windlass stops.

FastMCP 3.5 control plane for Podman on Windows/WSL2 — containers, pods, compose, analytics, and a React dashboard.

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

Universal financial data API & MCP - stocks, forex, crypto via 45+ providers - Self Hosted - Docker Compose Container

Validates config files against their official schemas: tsconfig, compose, workflows, 1,400+ more.

MCP server for Portainer with regular stacks support — fork of portainer/portainer-mcp with fix for listing regular Docker Compose stacks

Zero-dependency security auditor for Dockerfiles, compose files and .dockerignore — three passes, evidence-first, SARIF for CI.

Meta-MCP server that auto-detects and composes installed Delx Wellness connectors into a unified body data layer.

Rust MCP and CLI server for local Synapse workflows: Docker/Compose control, host inspection, SSH, logs, ZFS, and safe file operations.

Docker MCP server designed for agents that need their containers to stay running. Health checks, auto-restart, Compose lifecycle, log streaming.

Generate Compose Multiplatform apps, Unity games and Ktor backends on your own machine — @cmpose/core and a local MCP server

MCP server and CLI for host and container operations: Docker and Compose control, SSH, host inspection, logs, ZFS, and safe file transfer.

Convert Docker commands and Compose files to wslc, the native WSL container runtime on Windows 11. CLI (PyPI + npm), MCP server, VS Code diagnostics.

Stdlib-only Python MCP server to deploy production from Claude Code/Codex/Gemini: git pull + docker compose build/up, migrate/seed, behind Traefik & Cloudflare.

MCP server for Docker — container management, health checks, auto-restart, Compose lifecycle, and log streaming for Claude, Cursor, and AI agents

Design fluid, Apple-like interface motion: springs across SwiftUI, Compose, Material 3, Flutter, Motion and CSS, gesture physics, sourced presets, an MCP server and a Claude Code plugin.

Point at a layer in a live UI (web DOM, Android Compose), drag it on the real screen, hand it to your AI agent via MCP

3. Description: (already filled, but verify) Production-ready n8n automation platform with AI services, MCP servers for Claude Code, RedisStack, PostgreSQL, Ollama, and comprehensive Docker Compose setup

Spring Boot 4 REST API with Spring Data JPA, backed by Postgres running in Docker Compose wrapped with Spring AI MCP Server layer

Free, self-hosted Docker manager: deploy Compose stacks and manage containers across many hosts, with agents that work behind NAT. Web UI, CLI and MCP server. MIT-licensed Portainer alternative.

MCP server for the Cursor CLI (cursor-agent): run Cursor's agent with any model id your plan offers — Composer, Claude, GPT, Gemini, Grok families — through the Model Context Protocol

A self-hosted AI platform: inference, tool use, browser automation, image generation, speech synthesis, transcription, object storage, agentic code execution, and more, behind a single OpenAI-compatible endpoint. One docker-compose up.

Podman compose stack for doobidoo/mcp-memory-service on Windows: an MCP memory server for Claude Code with a hybrid SQLite and Cloudflare backend, plus a logon autostart task.

This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.

🚀 MCP server that enables AI assistants (Cursor, Claude Desktop) to manage Docker containers, images, networks, volumes, and registries. Features comprehensive Docker management, Docker Compose support, registry integration (Docker Hub & GHCR), and safety confirmations.

Pethost plugin for Claude Code, Codex, Cursor and any MCP agent: a skill and an MCP server that deploy your Docker Compose projects to your own machine. Hosting for side projects at one flat price.

The local runtime your AI coding agent can start, check and fix. One command runs your multi-service app from a Compose file or plain commands, and an MCP server gives Claude Code, Cursor and Codex its health, logs and controls. MIT, no account.

Self-hosted paper manager for researchers and labs: read and annotate PDFs in the browser, keep them as plain files, full-text and semantic search, AI chat that cites the page, an MCP server, a browser extension and Zotero import. One docker compose.

Self-hosted WhatsApp MCP server for ChatGPT Dot and ChatGPT apps. Connect your ChatGPT Dot to WhatsApp: read chats, real-time incoming messages via MCP Events webhooks, send replies. Stdlib-only Python, WAHA, OAuth 2.1, allowlists, send caps, Docker Compose.

Health Connect and Apple Health data and screen time per app in your own Postgres and Grafana: six ready-made dashboards, an MCP server so the AI you choose can read your history, a read-only API and QR pairing. Docker Compose or a Helm chart with CloudNativePG. No cloud. Part of Life Dashboard.

Modular Python control framework — five ABCs (Controller, Plant, StateEstimator, TrajectoryGenerator, PhysicsEngine) composed from TOML, with a trace → compose → Zig .so compiler that deploys control kernels to embedded targets.

Stop burning your Claude or Codex limits on boilerplate. Delegate multi-file implementation to Cursor's Composer 2.5 over MCP — your frontier model writes the brief and reviews the diff; Composer does the typing, fast, on a separate quota.

Composable mathematical operations for AI agents, exposed through MCP and a CLI

Composable RDF operations in JSON

Native macOS MCP server that lets LLMs compose and play music

MCP server for dockerfile generator ai. Features generate dockerfile, generate compose, optimize image. From MEOK AI Labs.

Composable JSON array pipeline MCP tool — group, sort, filter, count, flatten, format

MCP server for installing and composing shadcn space UI components

Devops Ai automation via MCP. Includes docker compose generator, cicd pipeline builder, log analyzer. By MEOK AI Labs.

Composable mathematics tools for agents

Bidirectional Neko reaction stickers, inline composer picker & Desktop-isolated MCP plugin for Google Antigravity Desktop

Docker Helper Ai MCP server. Tools: generate dockerfile, parse compose, optimize image. Built by MEOK AI Labs.

MCP server for draft1.ai — generate editable draw.io diagrams from plain English, Terraform, docker-compose or SQL, right from Claude/Cursor

MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails

Compound Skills Router for AI Agents — Enterprise-grade MCP server exposing Nansen on-chain intelligence as composable AI tools.

Create reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.