MemoryLane is a desktop app that automatically identifies the repetitive tasks you perform on your computer and generates ready-to-use AI agent scripts you can run via n8n, Make, Zapier, or Claude.
What is MemoryLane?
MemoryLane is a macOS application that uses periodic screen captures and local AI analysis to detect patterns in your daily computer work. It takes no input beyond observing your screen activity, and it outputs automation blueprints — step-by-step instructions, AI agent prompts, and executable scripts — that you can deploy in automation tools like n8n, Make, or Zapier. The app runs entirely on your laptop; no data leaves your device except anonymized snapshots sent to a Zero Data Retention AI endpoint for pattern recognition, which stores nothing and uses nothing for training.
Key Features
- Automation discovery — Periodically captures screen activity and uses on-device AI to identify repetitive workflows (e.g., answering similar emails, copying data between tools, preparing contracts from templates). Shows frequency (e.g., 8×/wk, 2.1h/wk) and overdue tasks.
- AI agent generation — Produces high-fidelity automation reports and ready-made scripts for tools including n8n, Make, and Zapier. Scripts are generated via Claude (accessed through MCP), Cursor, or any other AI application.
- Integration support — Detected workflows target specific app pairs: Gmail → Claude (draft replies), Stripe → Notion (sync data), HubSpot → Google Docs → DocuSign (contracts). The app works with any desktop application or web tool.
- Local data storage — All captured screen data and workflow patterns stay on your laptop. Screenshots are never stored on remote servers; the AI endpoint uses Zero Data Retention (ZDR) and never stores or trains on your data.
- Workflow export — Export your automation maps in HTML or PDF formats for sharing or documentation.
- Pricing — $50/month for an individual plan that includes full workflow capture, pattern detection, automation suggestions, AI agent prompts, and exportable maps. Cancel anytime.
Who is it for?
- Knowledge workers who repeat the same email replies, data transfers, or report generation across multiple tools and want to see exactly where their time goes before deciding what to automate.
- Freelancers and solopreneurs who manage billing, client onboarding, and contract creation manually and need turnkey AI agent scripts to connect Stripe, Notion, and e-signature tools.
- Team leads and operations managers who oversee recurring workflows (e.g., board pack preparation from meeting notes) and need a factual, data-backed view of repetitive work to prioritize automation investments.
What can you do with MemoryLane?
- Identify your most time-consuming manual tasks — After 2–3 days of normal use, the app shows a ranked list of repetitive workflows with time spent per week (e.g., "Invoice approval: 3×/wk, 1.5h/wk"), helping you pick the highest-impact automations first.
- Generate automation scripts directly from observed actions — MemoryLane provides step-by-step instructions and ready-made AI agent prompts that you can paste into n8n, Make, or Zapier to automate the exact sequence it captured.
- Automate cross-tool workflows — For example, pull CRM data from HubSpot, generate a contract from a Google Doc template, and send it for DocuSign signing — all triggered on a schedule via the generated script.
