mu

mu is a coding agent whose small judging model, Jev, makes many routine decisions per turn for the main model.

  • Desktop
  • Verified 20 Oct 2026

What mu does

Runs as a coding agent from the command line or as a desktop app. Uses a judging model to decide which context stays in the session.

Key features

  • Loads only the skills and MCP servers a task needs
  • Three permission modes that can be switched at any time
  • Goal mode that keeps working until a stated condition holds
  • Swarm mode where agents share only findings the judge deems useful
  • Imports conversations from Codex and Claude Code

Pros

Pros

  • Each of the 38 judging points can be toggled and given its own judge.
  • Shows a per-task record of what the agent actually did.

Where mu is listed

mu is listed under AI coding agents in AI coding tools.

See MCP servers for coding and Claude skills for coding.

Debugging

mu alternatives

Compare all 5

Claude Code

Edits code files and runs commands

Claude Code is an agentic coding tool that edits files, runs commands, and turns issues into pull requests, for developers.

Paid plans: see official pricing

GitHub Copilot

Helps write code and run tasks

GitHub Copilot is an AI coding agent for individual developers, students, educators and organizations, working in the editor, on the command line and on GitHub.

Free plan · Paid from $10/user/mo

Cursor

Turns ideas into code for teams

Cursor is an AI coding agent that turns ideas into code and handles development tasks for teams that build software.

Paid plans: see official pricing

OpenHands

Plans and applies code changes

OpenHands runs autonomous AI agents that plan, write, and apply code changes across codebases, for software teams and individual developers.

Free plan · Paid plans: see official pricing

Devin

Builds and delivers pull requests

Devin is an AI coding agent that builds, tests and delivers pull requests in the cloud or on your machine, offered on a freemium model.

Free plan · Paid plans: see official pricing