MCP browser fleet

Give your AI agents a browser fleet

Shade is a hosted, MCP-native browser fleet: 20 isolated persistent identity slots over one connection, with saved sessions, leak checks, Web3 wallet monitoring, and a live console for human takeover.

Quickstart commandcopy
claude mcp add --transport http shade https://api.shade.atlas-ai.au/mcp --header "Authorization: Bearer KEY"

Priced by persistent identity slot, not per-browser-hour. Your logins, fingerprint personality, and session state persist across agent runs.

Fleet primitives

Built for agents that return to the same work.

Ephemeral browser-hours are useful for one-off jobs. Shade is for agents that need a durable identity, remembered logins, a visible console, and a human who can step in without tearing down the run.

20 isolated identity slots

Each slot is a persistent identity slot: saved sessions, a consistent fingerprint, its own cookies, and logins that survive across agent runs.

Save, load, and clone sessions

Agents can pause a logged-in workflow, resume it later, or clone a prepared browser state into another slot without starting from a blank browser.

Opt-in anti-detect personality

Fingerprint personality is opt-in and explicit. Shade does not promise bypass magic, CAPTCHA solving, or residential proxies.

IP, DNS, and WebRTC leak checks

Run a slot-level health check before giving an agent sensitive work. Surface mismatched egress, resolver, and WebRTC exposure early.

Web3 wallet monitoring

Watch wallet extension state, prompts, and connection surfaces from the fleet console so humans can approve or intervene.

Live fleet console with takeover

See every running slot in one console, step into a session when an agent gets stuck, and hand control back without breaking the MCP connection.

Synthetic action view

The live fleet console reconstructs what agents are doing from structured events, so supervisors can track many slots without streaming every page tree through the model.

Token-efficiency wedge

Watch the fleet without paying snapshot tax

Accessibility snapshots are useful when an agent needs page structure, but they are a heavy supervision primitive when a human only needs to watch progress across many slots. Shade's console reconstructs activity from structured events: navigation, clicks, form edits, downloads, wallet prompts, leak checks, and takeover state. That gives humans a synthetic action view without feeding every page tree back through the model.

Measured June 11, 2026 across 7 real pages (Wikipedia, GitHub, Stripe, NYTimes, MDN, HN, python.org): Shade's browser_snapshot is hard-capped at ~1,500 tokens regardless of page weight - 3-13x smaller than an uncapped accessibility tree (the same Playwright API playwright-mcp emits) and 100x+ smaller than raw HTML. On nytimes.com that is 1,281 tokens vs 553,782 for raw HTML. Reproducible: benchmarks/token_efficiency.py.

Comparison

Persistent slots are the product wedge.

Browserbase and Steel are strong browser cloud platforms. Playwright-MCP is a strong local MCP bridge. Shade is positioned around a remote, MCP-native fleet where identity slots are the primary unit.

CapabilityShadeBrowserbaseSteelPlaywright-MCP
Billing mental modelPersistent identity slot: saved sessions, consistent fingerprint, logins persist across runsUsage/browser-hour pricing with session and context primitivesUsage/browser-hour pricing with session and profile primitivesLocal browser process and host resources
Primary integrationMCP-native remote fleet over one connectionBrowser platform with REST/SDK APIs and a Stagehand-based MCP integrationSessions API and SDK-first browser cloudLocal MCP server launched per client
Identity continuityNamed slots designed to survive agent runsContexts can reuse cookies, authentication, and application data across sessionsProfiles and auth-context reuse can carry browser state across sessionsDepends on local profiles and client setup
Fleet visibilityOne console for up to 20 slots plus human takeoverSession live view, recordings, replays, logs, and inspector toolingLive and past session embeds plus agent trace surfacesLocal MCP introspection over the browser it launches
Token profileSynthetic action view from structured events; benchmark coming soonBrowser/session telemetry depends on the chosen Browserbase integrationSession views and traces depend on the chosen Steel integrationAccessibility-tree snapshots are the core MCP interaction surface
Abuse-sensitive featuresOpt-in personality, leak checks, no CAPTCHA solving, no residential proxiesAgent identity, verified browser, proxy, and CAPTCHA capabilities documented by BrowserbaseStealth, proxy, and CAPTCHA capabilities documented by SteelNo hosted anti-detect service

Pricing teaser

Buy durable identities, not disposable browser time.

Starter

2 persistent identity slots

For one builder wiring Claude or Codex into a hosted browser that remembers logins.

$29/mo
  • 2 saved browser identities
  • Session save/load
  • Leak checks
  • Live console

Fleet

20 dedicated persistent identity slots

For production agent fleets that need dedicated slots and a shared supervision surface.

$299/mo
  • 20 dedicated slots
  • Fleet console
  • Structured event stream
  • Priority onboarding

Plans are sold by persistent identity slot, not per-browser-hour. Every plan starts with a 14-day card-on-file trial. No free tier.

MCP-native by default

Give every agent a durable browser identity.

Start 14-day trial