Rove

Browser automation for the agentic web

A hosted Playwright API that returns accessibility trees instead of screenshots. MCP-native. Zero infrastructure.

Screenshot → Vision model

114,000

tokens per page

A11y tree → LLM

26,000

tokens per page

↓ 77% fewer tokens. Same information.

index.ts
const session = await rove.session();
await session.navigate('https://example.com');
const tree = await session.getA11yTree();
console.log(tree.estimated_tokens); // 26,000
await session.close();
MCP-native
Playwright-powered
Fly.io infrastructure
Stripe billing
RFC 7807 error responses

Screenshots are expensive. Accessibility trees aren't.

Traditional approach
Capture screenshot
Send to vision model
114,000 tokens consumed
~$0.57 per 1,000 tasks
Rove approach
Navigate page
Get accessibility tree
26,000 tokens consumed
~$0.13 per 1,000 tasks

Stop managing headless browsers

Fly.io hosts the browser fleet. A warm pool keeps contexts pre-launched. You call the API and get structured output.

< 100ms

warm context allocation

Your AI agent already knows how to use Rove

The MCP server makes Rove a native capability in Claude, Cursor, and VS Code. No integration code required.

0

lines of integration code

Debug what your agents did

Every session can be recorded as a .webm video. Stored for 7 days, retrievable via signed URL. See exactly what happened.

7 days

artifact retention

What developers build with Rove

Agent web research

Extract structured content for RAG pipelines without bloating context.

navigateget_a11y_treeextract_schema

Automated form filling

Complete multi-step workflows without managing session state.

navigatefillclickwait_for

Visual regression testing

Verify UI state after deploys without screenshot token overhead.

screenshotcompare

Competitive monitoring

Track changes across competitor pages at ~4,000 tokens per check.

navigateget_textextract_schema

E-commerce data extraction

Scope to product subtrees with root selectors — 270k chars becomes 4k.

navigatescrollextract_schema

Dashboard automation

Navigate authenticated apps with persistent session cookies.

sessionfillclicknavigate

What developers are saying

Token delta between screenshots and text is massive. Vision models often hallucinate positions on complex layouts anyway. Accessibility trees are better for navigation. A typical page might be 93,000 tokens in markdown — with structured extraction to pull just the core content, that same page drops to about 4,000 tokens. Moving to structured JSON saves about 94% on token costs.

SharpRule4025· r/LangChain

Yeah I ran into same issue with screenshots — token usage just explodes and kills the whole flow. Switching to accessibility tree made big difference, way more structured and predictable for multi step agents.

k_sai_krishna· r/LangChain

The orient-then-drill pattern is the right one... same core conviction: agents shouldn't pay for context they don't need. Interesting to see a hosted take on it.

ticktockbent (creator of Charlotte MCP)· r/mcp

Simple, transparent pricing

1 credit = 1 action. A complete agent workflow (navigate, get tree, interact, extract, close) typically costs 4–5 credits.
100 free credits = 20+ full workflows.

Free

$0

100 credits on signup

  • No card required
  • Full API + MCP access
  • Credits never expire
Try it now

Pay as you go

From $10

Start small, scale when you need to

1,000 credits$10
5,000 credits$49
10,000 credits$89
  • Top up anytime
  • Credits never expire
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Early supporter

Founder Pack

Lock in your credit balance during early access. One-time purchase, no subscription.

200 Founder Packs remaining — price increases when they're gone

Solo5,000
$99
Builder10,000
$199
Agency25,000
$349
  • Credits never expire
  • One-time purchase, no subscription

Pay-as-you-go is cheapest per credit. Founder Pack locks in early-access terms.

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