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AutoClaw Review

AutoClaw is an AI assistant that integrates office automation, browser automation, and IM workflows into a single desktop application.

shipped Aug 22, 2026writingfreemium
Domain rating79Monthly visits252K/mo
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AutoClaw — product screenshot

Why it matters

1Launched by Zhipu AI (Z.ai) in March 2026, offering a one-click installation of the OpenClaw framework.
2Latest Version 1.10.3 (July 2, 2026) includes image recognition improvements and user experience optimization.
3Features GLM-5.2 with a 1M-token context window and 'Auto Design' for app and web interface generation.
4Offers a freemium model with Lite (Free), Pro ($20/month), and Max ($20/month) tiers, with usage pricing at $0.00077/credit.

About AutoClaw

Business Model
Freemium SaaS
Usage Pricing
$0.00077/credit per credit
Free Credits
26,000 credits
Platforms
Windows 10+, macOS, iOS, Android
Target Audience
Individuals and teams looking for workflow automation and productivity enhancements.

Pricing Plans

Lite
Free
  • • 5,000 credits per month
  • • Basic automation features
Pro
$20 / monthly
  • • 10,000 credits per month
  • • Advanced automation features
Max
$20 / monthly
  • • 26,000 credits per month
  • • Priority support
  • • Exclusive model access

Cost Examples

  • • Using 1,000 credits: ~$0.77

Screenshots

overview

What is AutoClaw?

AutoClaw is a desktop AI agent tool developed by Zhipu AI (Z.ai) that enables general users, content creators, office professionals, developers, and power users to automate complex, multi-step workflows. It transforms plain instructions into executable tasks, interacting with browsers, managing local files, and calling various tools within a single task flow.

features

Key Features of AutoClaw

AutoClaw provides a suite of features designed to streamline various digital tasks, leveraging AI to automate complex workflows across multiple platforms and applications.

  • AI-powered office automation for routine tasks like email processing and report generation.
  • Browser automation for web research, data collection, and repetitive online operations.
  • Multi-platform content creation, including drafting articles and generating marketing copy.
  • Investment research capabilities and financial analysis.
  • IM platform integrations with WhatsApp, Telegram, Discord, Slack, and Lark.
  • AutoClaw Cluster Mode for splitting complex tasks into specialist roles and structured processes.
  • Hermes Self-Evolution for persistent learning of user preferences and workflow corrections.
  • Multi-Agent Capability, allowing multiple independent AI agents to run on one machine.
  • Auto Design, a full-workflow design agent for converting Product Requirement Documents (PRDs) into app and web interface designs.
  • Powered by Zhipu's proprietary Pony-Alpha-2 model (based on GLM-5) for tool-calling accuracy.

use cases

Who Should Use AutoClaw?

AutoClaw is designed for a diverse range of users seeking to enhance productivity and automate digital workflows across various professional and personal contexts.

  • General Users: For automating everyday productivity workflows and acting as a personal assistant.
  • Content Creators: For drafting articles, generating marketing copy, and scheduling content.
  • Office Professionals: For automating routine tasks like email processing, meeting minute summarization, and report generation.
  • Developers: For assisting with code generation and web product building.
  • Power Users: For complex browser automation, data analysis, and investment research.

how to use

How to Use AutoClaw

To begin using AutoClaw, users can download the desktop application for macOS or Windows, which offers a one-click installation of the underlying OpenClaw framework. Once installed, users describe their goals in natural language, and AutoClaw executes the tasks.

  • 1Download and install the AutoClaw desktop application on Windows 10+ or macOS.
  • 2Launch the application and provide instructions or describe a goal in plain language.
  • 3AutoClaw will then interact with browsers, manage local files, and utilize integrated tools to execute the task.
  • 4Utilize AutoClaw Cluster Mode for complex tasks requiring structured processes and specialist roles.
  • 5Leverage Hermes Self-Evolution for personalized learning and persistent memory of preferences.
  • 6Monitor task progress and review results within the application interface.

pricing

AutoClaw Pricing & Plans

AutoClaw operates on a freemium model, offering a free tier and two paid subscription plans. Usage beyond free credits is charged on a per-credit basis.

  • Lite: Free tier, includes initial free credits (26,000 credits).
  • Pro: $20 per month, includes a higher allocation of credits.
  • Max: $20 per month, includes the highest allocation of credits (up to 200,000 credits).
  • Usage Pricing: $0.00077 per credit for usage beyond plan allocations. For example, 1,000 credits cost approximately $0.77.

Pros

  • +One-click installation for macOS and Windows simplifies AI agent deployment.
  • +Integrates office automation, browser automation, and IM workflows into a single desktop app.
  • +Features advanced AI models like GLM-5.2 with a 1M-token context window and Auto Design.
  • +Includes AutoClaw Cluster Mode and Multi-Agent Capability for complex, collaborative tasks.
  • +Hermes Self-Evolution allows the AI to learn and remember user preferences persistently.

Cons

  • −User reports indicate issues with browser control extension recognition and task failures.
  • −Concerns about a 'credit trap' where initial free credits are quickly exhausted, leading to high costs for continued use.
  • −Security concerns raised regarding the uninstaller leaving plaintext user data (email, device ID, tokens) in AppData folders.
  • −Some users find the cost for medium-intensity use (e.g., 300,000+ credits/month) to be expensive relative to available plans.
  • −Mixed user reception regarding overall performance and reliability for certain automations.

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