Every API call to an action endpoint counts as one action: navigate, snapshot, click, fill, submit, extract, screenshot, press, scroll, hover, upload, wait_for, back, and forward. Session creation and deletion do not count. GET requests (usage, health, session info) do not count.

You'll receive a 429 error. You can either wait until your usage resets on the 1st of next month, or add a payment method to switch to usage-based billing. There's no monthly fee -- you only pay for actions above the free tier.

A login flow (navigate + fill email + fill password + click submit) is 4 actions = $0.04. Extracting data from a page (navigate + extract) is 2 actions = $0.02. A full checkout flow (10-15 actions) costs $0.10 - $0.15.

Concurrent sessions are the number of browser sessions that can be active at the same time. Each session maintains its own cookies, auth state, and page position. Sessions expire after 1 hour of inactivity, or you can close them manually. Closed and expired sessions don't count toward your limit.

Usage counters reset on the 1st of every month at 00:00 UTC. You can check your current usage at any time via the GET /v1/usage endpoint or in the dashboard.

Usage-based billing is handled through Stripe. You add a payment method once, and are charged at the end of each month for the actions you used. No upfront commitment, no monthly minimum. Cancel anytime.

BabelWrap is a single Docker image that includes the API server, MCP server, and Playwright engine. Self-hosting requires PostgreSQL, Redis, and an Anthropic API key. Contact us for enterprise self-hosting options.

Yes. 500 actions per month is enough to build and test several complete automation flows. A typical evaluation session uses 20-50 actions. You get full access to all 16 tools and the MCP server on the free tier.

Site mapping lets BabelWrap automatically explore a website, understand its structure, and generate typed tools your agent can call directly. Instead of your agent navigating page by page (5+ API calls), it calls a single function like linkedin_search_jobs(query="python developer") that executes the entire flow and returns structured results.

$10 per site, one-time. This covers the AI-powered exploration and tool generation. Refreshing an existing mapping (after a major site overhaul) is also $10. Site mapping requires the usage-based plan. Each tool execution counts as regular actions at $0.01/action.

Every mapped site is added to a public catalog. Any user can browse the catalog and use tools from sites that have already been mapped, at no mapping cost. You only pay the regular per-action fee when executing tools. Browse the catalog via GET /v1/catalog.

BabelWrap includes self-healing: when a recipe step fails (e.g., a button was renamed), it takes a snapshot of the page, asks an LLM to find the correct target, retries, and saves the fix permanently. For major site overhauls, you can request a full re-map ($10).