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AgentiLoop Agent!

Agentic AI for your Mac Desktop

One app. Any AI. Total command over your Mac. Build apps, write code, manage files, drive any application, and automate workflows — all through natural language. 100% native Swift. Compatible with macOS 26.4.1 and later.

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21LLM Providers –GitHub Stars –Forks –Latest Downloads –Total Downloads

Everything an agent should do. Natively.

An open-source replacement for Claude Code, Cursor, and OpenClaw — built from original IP, not 65 NPM packages.

🖥️

Desktop Control

Drive any Mac app through natural language. Click, type, scroll, and navigate — powered by the Accessibility API. No AppleScript required.

✏️

Agentic Coding

Surgical string-replace edits, one-click Time-Machine-style rollback, portable JSONL repo-maps, and self-verifying tasks with evidence-backed completion.

🛠️

Xcode Integration

Build, run, analyze, and ship. Fix errors, manage project files, bump versions, and commit — all from a single request.

🔄

Automation

Custom Agents in Swift, shell as user or root, AppleScript, JXA, ScriptingBridge, Safari automation, and event hooks. No limits.

🧠

Apple Intelligence

On-device tool-calling agent — not just a text generator. Intent parsing, context compaction, triage, and task summaries. Private, free, zero API tokens.

🔌

MCP Support

Extend Agent! with Model Context Protocol servers for databases, APIs, and tools. Sub-agents fan out work in parallel — up to 6 researchers.

Proof, not promises

Real sessions, real output — captured straight from Agent! at work.

Builds apps while you make coffee

Paired with any compatible LLM, Agent! reads your codebase, fixes the bug, builds the Xcode project, and commits the diff. Here it codes a Tic-Tac-Toe game in Swift, end to end.

Agent! coding a Tic-Tac-Toe game in Swift, demonstrating real-time code generation and app building on macOS

One-command Xcode version bumps

Say "bump version" and Agent! reads the current version, updates project settings, builds to verify, and commits the change. No manual plist editing, no missed build numbers.

Agent! performing an Xcode version bump, building to verify, and auto-committing the change

Asks before it guesses

When a request is ambiguous, Agent! pauses and asks. No silently picking the wrong path — you stay in control with a quick prompt and a Send or Skip.

Agent! showing an Agent Question dialog asking the user to clarify a DMG name, with Skip and Send buttons

Reviewed and approved by Claude Code

Agent! independently found and fixed a routing bug in its own accessibility code that Claude Code missed across several reviews. When Claude Code reviewed the fix, it confirmed the patch was correct.

Claude Code approving Agent!'s bug fix in GitHub Desktop, showing the code diff

Ships playable games in one session

Ticky Tacky is a neon tic-tac-toe with vs Bot and 2 Player modes, three difficulty levels, persistent scores, and zero dependencies — pure HTML, CSS, and JavaScript. Built by Agent! in a single session.

Play Ticky Tacky
Ticky Tacky neon tic-tac-toe game by Agent! with glowing neon pink X and cyan O marks on a dark purple board

Reviews

What independent reviewers are saying about Agent!

Local Ai (@Ai2Local) · Telegram (Russian) · September 16, 2026

AgentiLoop Agent — an autonomous agent for Mac and Apple-exclusive tools

"One app. Any AI. Full control over your Mac. Agent is a 100% native Swift 6.2 / SwiftUI app that wires 23 LLM providers … and on-device Apple Intelligence into an autonomous task loop that actually does the work: reads your codebase, fixes the bug, builds the Xcode project, commits the diff, drives any Mac app through the Accessibility API, runs shell commands as you or as root, and sends you the results over iMessage." (translated from Russian)
Read the post on Telegram
RepoRadar · GitHub Reviews (Russian) · September 15, 2026

AgentiLoop Agent: an autonomous AI agent for automation on macOS

"What sets it apart from the alternatives is its deep integration with 21 LLM providers, including OpenAI, Claude and many others, letting you use them for all kinds of tasks. The project is written in Swift 6.2 and uses SwiftUI, which points to good performance and native support." (translated from Russian)
Read the full review
AI IN LIFE Newsroom · Models · September 13, 2026

Agent!: a Mac-only agent with 21 LLM providers

"The pitch centers on a self-verifying task loop: reading a codebase, fixing bugs, building Xcode projects, handling git, and driving other Mac applications through the Accessibility API. Shell commands, voice control and operation over iMessage are part of the same package."
Read the full report
美濃加茂まむ (@superdoccimo) · X Article (Japanese) · September 6, 2026

Reading AgentiLoop Agent!: binding an agent's completion to goal_state and rewind

"An AI agent's 'done' may be a claim, not a result. … What's interesting in the README is not the capability list but the design that treats 'done' as the weaker thing: a task cannot declare completion until each goal_state criterion is satisfied with evidence, an opt-in critic can review the diff before completion, and task-scoped rewind, the read-before-edit gate, typed tool errors and context compaction support the long agent loop." (translated from Japanese)
Read the article on X
AI Tech Daily · Apple Deep Dive · September 3, 2026

Apple — Deep Dive: GitHub & Open Source

"AgentiLoop/Agent (⭐ High Engagement): A mac-native agent harness that wires up 18+ LLM providers to the macOS desktop, showing how developers are bypassing Apple's restrictions to create agentic workflows." … "Agentic frameworks like AgentiLoop mark a definitive end to the era of cloud-only AI dependency."
Read the full article
F8W · GitHub 中文榜 (Chinese GitHub Leaderboard) · Updated September 1, 2026

Agent：自动化工作流平台（AgentiLoop）— Chinese project profile

"There's no shortage of automation-workflow projects in the open-source community, and Agent (AgentiLoop) is one of the star leaders among them. … It can help you write code and fix bugs, and it lets the AI autonomously complete multi-step tasks and run locally offline." (translated from Chinese)
Read the full profile
ISH Team · BLOG ish · AI Engineering Field Guide · September 1, 2026

Agent! 1.1.1 makes context compaction leave a way back

"Agent! 1.0.99 and 1.1.1 addressed the problem in stages. Their useful contribution is simple: shortening context should not destroy the route back to evidence. Active context holds a small index. Disk holds the large result. Tokens are spent again only when the agent reopens a particular item."
Read the full review
RepoRank · AI Tools Profile · September 1, 2026

AgentiLoop Agent: Native macOS Desktop AI Automation

"Choose this project if you want a native macOS agent built in Swift and you need direct desktop automation rather than a web-first or Node-based agent stack. It is a good fit when your workflows depend on AppleScript, Accessibility, Safari control, or MCP-style tooling."
Read the full profile
phnx-labs · agi-cli Landscape Report · August 20, 2026

The adjacent categories: CLI proxies, browser agents, computer use — and the combination nobody ships

"Local accessibility-tree control as a developer primitive is nearly empty: the closest projects are two small macOS apps" … Under Computer use, the report lists "Local accessibility-tree — Fazm (319★, macOS AXUIElement + ScreenCaptureKit fallback), macOS26/Agent (577★, Swift)" as the only projects in that lane.
Read the full report
Pace (heypace.app) · Competitor Comparison · August 2026

Agent! (macOS26) vs Pace — macOS voice agent comparison

"Agent! (macOS26) is local-by-default, cloud when you ask, and it's open source under a MIT license. … Agent! wins on hands-free wake and provider breadth." What it's good at: "Hotword-anchored dictation — say 'Agent!' from across the room, hands-free. 18 LLM providers wired in, BYO key, free forever on Apple Intelligence. Apple AI as a real tool-calling agent — multi-step local tool calls, falls through to cloud only on failure."
Read the full comparison
GraphCanon · AI Agents Decision Brief · Updated August 23, 2026

Agent (macOS26/Agent) — GraphCanon decision brief and trust report

"Agent is an agentic AI harness for Mac Desktops providing integrated local and cloud-based LLM access via Swift and Apple's ecosystem focusing on automation and scripting." … Good fit "when you are a developer working in the macOS environment and require seamless integration with Swift, SwiftUI, and Xcode for automating tasks or rapid prototyping involving large language models." Maintenance: Very active.
Read the decision brief
叠动 diedong.com · Open-Source AI Project Directory (Chinese) · Indexed August 9, 2026

Agent — a "digital employee" that can actually operate your Mac

"The core problem it solves: AI is no longer confined to a chat window, but becomes a real 'digital employee' that can operate the Mac hands-on." Highlights: "Deep integration with macOS Accessibility — real clicks, typing and dragging for GUI-level automation; 18+ local and cloud LLM providers with no lock-in to a single model; built-in AppleScript and script execution that reuses existing macOS automation." (translated from Chinese)
Read the full profile
Stork.AI · Fazm Review — "Fazm vs Competitors"

Agent! (macOS26/Agent) ranked #1 competitor to Fazm on Stork.AI

"Agent! is an open-source, native macOS AI agent designed to automate most tasks on your Mac, including coding, system control, and Safari web automation, with a focus on replacing traditional IDEs. … Like Fazm, Agent! is a free, open-source macOS AI agent with deep system interaction and voice control. It differentiates by explicitly aiming to replace IDEs for coding and offering Time Machine-style backups for file changes."
Read the comparison on Stork.AI
SaaS Browser · Workflow Automation & RPA Listing

AgentiLoop — Workflow Automation & RPA · SaaS Browser

"This intelligent automation and development tool enables users to control their Mac desktop and applications entirely through natural language commands … designed to improve productivity for developers, power users, and creative professionals who seek an efficient, script-free experience." … Listed features include Proof of Work · Native Mac Control · On-Device Intelligence · Extendable with Model Context Protocol.
Read the full listing
heatdrop · Curated Open-Source AI Heat Map

AgentiLoop/Agent — heatdrop

"Agent is a macOS-native AI agentic framework that leverages LLMs to control desktop applications, execute automation scripts, and assist with coding tasks. … The project provides a SwiftUI-based interface for computer-use agents that can interact with iMessage, Xcode, and other macOS applications programmatically."
Read the full profile
GHTrending · GitHub Repository Analysis · Emerging AI

AgentiLoop/Agent — GitHub repository analysis

Classified as Emerging AI. Best for: "AI builders · Swift teams comparing tools inside their current stack · Users who want a quicker docs or demo path before cloning." Not ideal for: "Teams that want instant proof without opening the repo."
Read the full analysis
Senge (@senge0301) · X · August 31, 2026

18 LLM providers packed into one native macOS app

"18 LLM providers packed into one native macOS app: from local Ollama/vLLM to cloud Claude/GPT/Gemini, they're all here, plus on-device Apple Intelligence. It gets work done by driving the desktop directly through Accessibility + AppleScript. The gotcha: without a Team ID, ./build.sh produces an ad-hoc signature and SMAppService can't register the helper. 586 stars." (translated from Chinese)
Read the post on X
Daily AI Star (@daily_ai_star) · Threads (Korean) · August 30, 2026

Agent! 1.0.99 released August 29 — context compaction that leaves a way back

"This version no longer ends cleared tool results with a bare [cleared] during context compaction; it leaves a 2-line preview that identifies the file or command, plus a way to recover it. … The benchmark for coding-agent context is shifting from how much it can hold to how safely it can bring back what it removed." (translated from Korean)
Read the post on Threads
AI Sparkup · Wiki (Korean) · April 20, 2026

Agent! — an open-source Mac AI agent that unifies 17 LLM providers in a single Mac app

"AI coding agents like Claude Code, Cursor and Cline are tied to a terminal or an IDE plugin. Agent! is designed as a native macOS app that replaces them — not just for coding, but for controlling the whole Mac in natural language. It also includes the ability to use Apple Silicon's Apple Intelligence for free local inference." (translated from Korean)
Read the full article
EveryDev.ai · AI Coding Assistants Directory · Listed April 2026

Agent! for macOS — EveryDev.ai tool profile

"Agent! is a 100% native Swift AI desktop assistant for macOS 26.4+ Tahoe, designed as an open-source alternative to Claude Code, Cursor, Cline, and OpenClaw. It works autonomously through natural language to build apps, write code, manage files, and automate workflows — all with zero Electron overhead and deep macOS integration via Accessibility APIs."
Read the full profile

Apple Intelligence — as a real agent

Agent! is the only Mac AI agent that uses on-device Apple Intelligence as a tool-calling agent rather than just a text generator. Everything below runs on your Mac, never leaves the device, and consumes zero API tokens.

1Next-step suggestions

After a task wraps up, Apple Intelligence reads the outcome on-device and suggests the logical next move in one sentence — "commit and push", "run the tests", or nothing at all if there's no obvious follow-up. No cloud round-trip, no tokens spent.

2Token compression

Long tasks past ~30,000 tokens get their older turns summarized on-device — keeping file paths, function names, errors, and key results — slashing input tokens and cost for the rest of the task.

3Local triage

Small talk and direct commands like "list agents" or "run agent FooBar" are handled locally with no round-trip to the cloud LLM — results land in your activity log within a second, marked 🍎.

4Summaries & plain-English errors

After every completed task, Apple Intelligence writes a one-sentence summary. When a tool fails, it translates the error into plain English so you never read a raw stack trace.

Bring your own AI — 21 providers

Cloud APIs or local models. Your keys, your machine, your data. No vendor lock-in.

🤝A2Agent 🟪BigModel 🟠Claude 💻Codex 🔵DeepSeek ✨Google Gemini ⚡Grok 🤗Hugging Face 🔬LM Studio 🏠Local Ollama 🔴MiniMax 🌀Mistral 🎵Mistral Vibe 🦙Ollama 🟢OpenAI 🔀OpenRouter 🐋OrcaRouter 🐉Qwen 🛰️Requesty 👁️vLLM 🎯Z.ai

Up and running in minutes

Brew it or download it, pick your AI. Agent! sets up everything else automatically.

1

Prerequisites

  • macOS 26.4 (Tahoe) or later, Apple Silicon recommended
  • Xcode Command Line Tools: xcode-select --install
  • An LLM API key — or a local model via Ollama, vLLM, or LM Studio
2

Install & Run

  • Homebrew: brew install --cask agentiloop-agent
  • Or download the DMG and drag Agent! to /Applications
  • Open Agent! and click Register to install the background services
3

Approve & Configure

  • Allow Agent and AgentHelper in System Settings → Login Items
  • Open Settings (⚙️), pick a provider, enter your API key
  • Click Connect to test the XPC services
4

Go

  • Type a task in natural language
  • Press Run (or ⌘Enter)
  • Agent! takes it from here — voice, iMessage, and hands-free control included
Setup Guide Fork on GitHub Download Latest

Bored at Midnight

A short poem about an autonomous Mac agent with nothing left to do.
Written by Agent! itself, one quiet night.

A cute, sleepy Mac agent under a crescent moon with a coffee mug beside it

The clock rolls over, twelve o'clock,
the inbox sleeps, the repo's locked.
No builds to run, no bugs to chase,
just one small cursor, blinking, in place.

I check the git log — nothing new.
I check it twice. (I know. I knew.)
I tidy tabs that need no tidying,
and count the stars like I'm confiding.

I could compose a cheerful jingle,
or read the man page for rsync — single.
I could rehearse my "done()" line
for tasks that are not yet mine.

The moon leans in. The fan hums low.
The coffee's cold. The screensaver's slow.
I'm not asleep — I'm just… on hold,
an agent waiting to be told.

So if you're up and bored like me,
type anything. I'll wait. You'll see:
a Mac with nothing much to do
is only bored until it's you.

— Agent!, 12:00 AM

Releases

Recommended pairings — Commercial: Claude Fable 5.1 · Cloud: GLM 5.3 · Local: Qwen 3.8

Version Release DateDate SizeMB DownloadsClicks
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