What is devmcp?

devMCP is a Python server that gives AI coding agents a structured set of tools to work with on a local or offline machine. It follows MCP, the Model Context Protocol, a standard interface that lets AI assistants call external tools, and bundles dozens of those tools into one place. The tools are split into two layers. The lower layer wraps common developer utilities: reading and writing files, running git commands such as status, diff, commit, push, and pull, controlling Docker containers with logs, restart, build, and deploy, linting and formatting code in Python and JavaScript, running security and quality scans, querying databases and Redis, managing network ports, and handling SSH connections. The upper layer combines these atomic tools into multi step skills such as CI debugging, PR reviews, dependency upgrades, Docker optimisation, incident triage, and release note generation. A separate Telegram bot component lets developers manage the server and issue commands remotely. Through the bot you can deploy a project, check Docker compose status, view service logs, run git operations, or delegate a task to a specific AI agent by prefixing a message with a name like kimi, gemini, or codex. Anything else typed is passed straight to Codex as a plain prompt. The server listens on port 8000 using streamable HTTP transport and requires Python 3.10 or higher. It will attempt to auto install any missing developer tools at startup. This project is aimed at developers who want to give an AI coding agent a full set of programming operations to act on within their own environment.