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 high-demand but unclaimed. First author to ship wins it.
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.