MuleRun (mulerun.com) is an autonomous AI agent platform that learns how you work and improves its task execution over time. It launched on Product Hunt on March 18, 2026, reaching #1 for the day with 542 upvotes.
What Is MuleRun?
MuleRun is built on the premise that the most valuable AI agent is one that learns from your corrections and preferences rather than requiring you to re-prompt it each session. When MuleRun makes a mistake and you correct it, it stores that correction and applies it to future tasks.
Key Features
- Adaptive learning — Every correction you make trains the agent. MuleRun builds a personalized working model that improves with each interaction
- Multi-step task execution — Define a goal in plain language; MuleRun plans and executes the steps
- E-commerce integrations — Connect Shopify, WooCommerce, or other platforms to automate order-related workflows
- Workflow memory — Stores your preferences and common task patterns for reuse across sessions
- Plain language task input — No code or complex prompt engineering required to assign tasks
Pricing
Pricing is subject to change. Always check the latest rates on the official website. For more AI tool reviews, visit aitoolscoop.com.
- FREE — $0/month — 200 bonus credits daily, no monthly credits, deploy up to 5 pages, 10GB Drive storage, run up to 10 tasks at once, Discord support
- PLUS — $16/month ($20% off yearly) — 2,000 credits/month + 500 bonus on sign-up + 200 daily, deploy up to 10 pages with custom domain, 40GB disk, unlimited parallel tasks, email support (72hr response)
- SUPER — $32/month (20% off yearly) — 4,500 credits/month + 500 bonus + 200 daily, deploy up to 40 pages with custom domain, Personal VM (4-core/8GB RAM), 100GB Drive, unlimited tasks, email support (36hr), early access
- PRO — $160/month (20% off yearly) — 23,000 credits/month + 500 bonus + 200 daily, deploy up to 100 pages with custom domain, Personal VM (8-core/16GB RAM), 1TB Drive, unlimited tasks, priority support, early access
Pros & Cons
Pros:
- Adaptive learning from corrections is a genuine differentiator — most agents reset each session
- #1 Product Hunt launch with 542 upvotes signals strong early community validation
- E-commerce focus makes it practical for Shopify and WooCommerce operators
Cons:
- Very early stage — feature depth and reliability not yet independently verified at scale
- Pricing not fully transparent — tiers require visiting the pricing page directly
- Integration library smaller than established platforms like Zapier
Bottom Line
MuleRun is the most promising new AI agent for e-commerce and business operations in early 2026.
