Taprun

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.js program.
• 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.