Coolify MCP Server
Model Context Protocol Server Enabling AI Agents to Manage Cloud Infrastructure
01.The Problem & Why Naive Implementations Fail
AI coding assistants can generate code but struggle to deploy and manage services autonomously due to lack of structured, typed interfaces to self-hosted orchestration platforms.
02.Architectural Solution & Engineering Decisions
Engineered an 81-tool MCP server running over stdio that translates natural agent instructions into verified Coolify REST API calls covering applications, databases, environment variables, SSH keys, and backup storages.
Key Architectural Highlights
81-Tool Granular Infrastructure Control
Full coverage of Coolify's management surface, including deployments, databases, environment variables, teams, and private keys.
Strict Zod Schema Validation
Every tool input and response is validated via strict Zod schemas, shielding the target infrastructure from malformed agent commands.
Automated Smoke Testing Harness
Included test runner spawns the server over stdio and executes validation probes against live Coolify environments.