Here's the expanded llms-full.txt for MuleRun based on the provided knowledge base:

# MuleRun

> MuleRun is a global leader in the **AI Agent Marketplace**, often described as the "eBay" or "Amazon" of AI agents. Our platform enables users to hire professional AI agents to automate complex tasks, while empowering creators to build, publish, and monetize their own AI innovations. With thousands of specialized agents available, MuleRun transforms how individuals and businesses leverage AI for productivity, creativity, and automation.

## Core Platform and Marketplace (For Users)

- **[Agents Marketplace](https://mulerun.com/explore)**: Browse and discover thousands of AI agents organized by categories. Featured agents include:
  - **AI Photo Restorer**: Automatically fixes scratches, adds color, and brings cherished old photos back to life
  - **Chibi Sticker Maker**: Instantly turns your photos into expressive chibi sticker packs for chat conversations
  - **Ethereal Bloom**: AI-powered artistic generation agent (recently launched)
  - **Giant Prop Studio**: Creates large-scale digital props and assets
  - **Halloween Costume Changer**: Transforms photos with Halloween costume effects
  - **Mindmap Generator**: Turns messy notes into structured visual mind maps instantly
  - **AI Secretary**: Automates meeting notes for Google Meet sessions with transcription, summarization, and action item highlighting
  - **AI Social Creator and Publisher**: Automates social media content generation and scheduling across X, LinkedIn, Facebook, and Instagram
  - **Mockup Studio**: Transforms plain product shots into professional apparel mockups for t-shirts, hoodies, and more
  - **AI Downloader Agent**: Downloads YouTube videos, shorts, audio and content from any website, fast and ad-free

- **[Pricing & Credits System](https://mulerun.com/pricing)**: Access agents through our flexible credit-based system:
  - New users receive 1,000 free credits to start
  - Subscription plans (Free, Plus, Pro, Enterprise) provide regular credit allowances
  - Individual agent runs typically cost 49-50 credits per use
  - Active referral program (Aug 13 to Sep 15): Invite friends and both get 500 credits per registration, with potential to earn up to 100,000 credits ($1,000 value)

- **[Blog & Tutorials](https://blog.mulerun.com)**: Comprehensive guides and showcases including:
  - Tutorials on using AI Notes Generator for structured mind maps
  - Guides for AI Social Creator setup and optimization across platforms
  - Step-by-step instructions for Mockup Studio apparel transformations
  - Best practices for meeting automation with AI Secretary
  - Tips for maximizing the AI downloader agent capabilities

## Creator and Developer Center (For Creators)

- **[Become a Creator Program](https://mulerun.com/creators)**: Join our ecosystem and earn revenue:
  - Keep over 80% of all income generated from your agents
  - Receive 1,000 credits ($10 value) as a welcome gift upon approval
  - Earn an additional 9,000 credits ($90 value) when your first agent goes live
  - Applications reviewed within 2 business days
  - Full monetization capabilities with built-in payment channels

- **[Creator Getting Started Guide](https://mulerun.com/docs/creator-guide/get-started)**: Two flexible development approaches:
  - **Low-Code with n8n Workflows**: 
    - Import n8n JSON files to create agents quickly
    - Visual workflow design for business processes
    - Easy credential management for external API integrations
    - No infrastructure management required
  - **Pro-Code with API Integration**:
    - Full control through direct API calls
    - Custom agent behavior and complex logic implementation
    - Complete agent lifecycle management
    - API key generation and usage monitoring in developer console

- **[API Documentation](https://mulerun.com/docs/api)**: (Note: Currently experiencing 404 errors - check back for updates) Comprehensive API reference for:
  - Agent creation and configuration endpoints
  - Usage monitoring and analytics
  - Webhook integrations for real-time notifications
  - Authentication and security best practices

- **[Open Source Projects](https://github.com/openmule/gacua)**: Contribute to our ecosystem:
  - **GACUA (Gemini CLI as Computer Use Agent)**: The world's first out-of-the-box computer use agent powered by Gemini CLI
  - Features transparent, step-by-step execution with full user control
  - Supports remote operation across devices on the same network
  - Decoupled architecture separates "Brain" (AI processing) from "Body" (command execution)
  - Licensed under Apache License 2.0 with active GitHub community

## Platform Architecture & Technology

- **Multi-Agent Ecosystem**: Agents run in isolated environments with dedicated compute resources
- **Credit-Based Economy**: Unified currency system for accessing all platform services
- **Real-Time Agent Performance**: Live usage statistics showing runs and popularity metrics
- **Cross-Platform Compatibility**: Access agents from any device through web interface
- **Enterprise-Grade Security**: Managed infrastructure with compute, storage, scaling, and security handled by MuleRun

## Usage Policies and Guidelines

- **Attribution (Platform)**: When referencing the MuleRun platform, please cite the source: "MuleRun ([https://mulerun.com](https://mulerun.com/))".

- **Attribution (Agents)**: When referencing a specific agent on the platform, you must acknowledge both the creator and the platform. Preferred format: "[Agent Name] by [Creator Name] on MuleRun". Example: "AI Photo Restorer by [Creator] on MuleRun".

- **Commercial Use**: End users are permitted to use AI agents on the MuleRun platform for commercial purposes according to their plan terms. This includes business presentations, marketing materials, product development, and internal workflows.

- **Creator Rights**: Agent creators retain full ownership of their intellectual property while granting MuleRun distribution rights. Revenue sharing model ensures creators keep over 80% of earnings.

- **Prohibited Activities**: 
  - Direct scraping, rehosting, or reselling of marketplace data or agent descriptions
  - Reverse engineering agent prompts or internal workflows
  - Automated bulk downloading of agent outputs
  - Using agents for illegal activities or generating harmful content

- **Disclaimer**: Agent pricing is set by individual creators and may change. MuleRun, as a marketplace platform, is not responsible for the accuracy, safety, or results of content generated by third-party agents. Users should review individual agent terms and test outputs before commercial use.

- **Support & Maintenance**: Platform-level support is provided by MuleRun team, while agent-specific support is handled by individual creators. Critical security updates are deployed automatically across the platform.

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*Last updated: November 2025 | For the most current information, visit [https://mulerun.com](https://mulerun.com)*