Your AI agent scrapes X today, gets broken HTML tomorrow. Taprun compiles the site once into a deterministic program, then `tap doctor` monitors health contracts + structural diffs to catch silent breakage before your data goes stale. 140+ pre-built skills across 68+ sites. Works with Claude Code, Cursor, Windsurf, any MCP host.
Overview
Why Taprun
Your AI agent scrapes GitHub today. Tomorrow the HTML shifts and your data silently goes stale — no error, just empty rows for a week.
Taprun compiles AI understanding into deterministic programs, then monitors them.
forge— AI inspects the site once, emits a.tap.jsprogram.tap run— program executes instantly, same result every time. $0, zero LLM cost.tap doctor— health contracts + structural state diffs catch breakage before data goes stale.heal— AI reads diagnostics and patches the program (only when needed).
Install
npx -y @taprun/cli # zero-install
curl -fsSL https://taprun.dev/install.sh | sh # permanent
Connect to your MCP host
{ "mcpServers": { "tap": { "command": "tap", "args": ["mcp", "start"] } } }
Try it
tap github/trending
tap hackernews/hot
tap weibo/hot
140+ community skills. One binary, zero dependencies. See taprun.dev.
Server Config
{
"mcpServers": {
"tap": {
"command": "tap",
"args": [
"mcp",
"start"
]
}
}
}