A Thread is a small file that teaches your AI agent how a specific website works — its quirks, its anti-bot pacing, its hidden forms. Buy it once, own it forever. $4–12 depending on complexity. If it breaks within 7 days, you get a patch or a full refund.
Download webloom-install.md and drop it into your AI chat. The assistant clones the engine, sets up the folders, and wires the MCP config for you. Works on macOS, Windows, Linux.
webloom-install.md
drag into Claude / Cursor / Continue / Cline
Pure Python MCP server. Works on macOS, Windows, Linux.
git clone https://github.com/webloomhq/engine cd engine && pip install -r requirements.txt
Drop the server config into Claude Code, Cursor, or any MCP-aware tool.
{
"mcpServers": {
"webloom": {
"command": "python",
"args": ["path/to/server.py"]
}
}
}62 tools light up on next message. No restart needed in most clients.
list_running_chrome # → "0 sessions" (good, ready to launch)
Three commands from purchase to running automation. No reading docs first.
# 1. Install the Thread you bought $ webloom install kdp.amazon.com.thread.json ✓ Thread installed at ~/.webloom/threads/ # 2. Validate it against the current live site (30 sec) $ weaver check kdp.amazon.com ✓ ALL GREEN — 20/20 checks passed ✓ Pre-flight valid. Safe to run. # 3. Run a recipe (the actual automation) $ weaver apply kdp.amazon.com recipes/publish.json [pre-flight] 20/20 ✓ [apply] 14 steps · pacing=medium [01/14] fill · title field [02/14] fill · subtitle ... ✓ recipe complete
The complete workflow runs end-to-end without you. KDP publish, affiliate signup, profile update — install the Thread, run it, walk away.
Most of the flow is automated. A few gaps are publicly tracked (each Thread page lists them). Author is shipping fixes.
Structure probed but no real-world success data. Use with caution.
Site identified as worth covering. Thread is in the pipeline; check back as the curated catalogue grows.
Sites change. Here's how the system handles it so you don't have to.
Every Thread you own, its live status, and one-click re-download.