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Coolify provides a robust Model Context Protocol (MCP) server for seamless integration with the Coolify API, an open-source alternative to Heroku/Netlify. This TypeScript-built tool offers a comprehensive suite of 37 functions, including powerful batch operations for managing multiple resources simultaneously, significantly enhancing performance. Designed with production readiness in mind, it features a modular architecture, type safety, extensive logging, and graceful error handling, making it ideal for automating complex DevOps workflows on self-hosted infrastructure.