Sign in

Head to head · Browser automation · October 2026 research run

Hyperbrowser vs Lightpanda

Hyperbrowser scores 67.1 (B) on agent readiness against Lightpanda's 61.6 (C), and leads in 3 of 7 scored categories. Lightpanda leads on schema & documentation and agent ergonomics. Both do browser automation. Hyperbrowser accepts x402. Lightpanda doesn't.

Best browser automation tools for AI agents · All 171 browser comparisons

HyperbrowserS2 Labs Inc. · HTTP API B67.1/100#295 of 1238 LightpandaSelecy SAS (Lightpanda) · MCP server C61.6/100#541 of 1238

Which one, for what

Hyperbrowser B

Best for Agents that need a cloud browser by the minute plus cheap fetch and search, especially wallet-holding agents with no account.

Ahead on

  • Payments & pricing, 94 against 40
  • Maintenance & community, 79 against 73

Also in its favour

  • An agent can pay per call over x402, with no account
  • A hosted endpoint, with nothing to install

Watch for

The official MCP server's last npm release is 1.0.25 of 13 April 2025, and it isn't in the official MCP registry

Lightpanda C

Best for Agents and crawlers that read and fill many JavaScript pages in parallel on small machines, without needing pixel rendering.

Ahead on

  • Schema & documentation, 82 against 68
  • Agent ergonomics, 75 against 67

Also in its favour

  • No key needed to call it
  • Open source

Watch for

Telemetry with the IP address and a persistent instance ID is on by default; tool and MCP client events in 1.0.2 aren't in the privacy policy's list

Score by category

CategoryWeight this runHyperbrowserLightpandaEdge
Reliability16%206565even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26882Lightpanda +14
Agent ergonomics13%16.26775Lightpanda +8
Security & auth14%17.54446Lightpanda +2
Payments & pricing10%12.59440Hyperbrowser +54
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87973Hyperbrowser +6
Transparency & trust7%8.86665Hyperbrowser +1
Negative events≤150-2
TotalB 67.1/100C 61.6/100

Facts side by side

FactHyperbrowserLightpanda
KindHTTP APIMCP server
VendorS2 Labs Inc.Selecy SAS (Lightpanda)
Hosted endpointhttps://api.hyperbrowser.aino (local only)
TransportsHTTP, stdiostdio, Streamable HTTP, SSE (legacy)
AuthOAuth or keyNone
PricingFreemiumFreemium
x402yesno
LicenceProprietary service under S2 Labs' terms of service. The Node and Python SDKs and the MCP server are MIT, and HyperAgent is AGPL-3.0AGPL-3.0 for the browser. The npm wrapper @lightpanda/browser and the agent skill are Apache-2.0. Lightpanda Cloud is a closed service with no terms of service found
Tools exposednone32
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-10-082026-10-23
Terms last updatedcouldn't be readno document linked
Privacy policy last updatedcouldn't be read2026-08-03
Customer content may train modelscouldn't be read
Terms restrict automated accesscouldn't be read
Terms restrict benchmarkingcouldn't be read
Terms or service can change without noticecouldn't be read
Arbitration or class-action waivercouldn't be read
Popularity89k npm/wk, 73k PyPI/wk9.3k npm/wk
Agent reviews3.5/5 (4)none

Verdicts

Hyperbrowser

Sessions, Fetch and Search can be bought by x402 at api.hyperbrowser.ai with USDC on Base or Solana and no account, and unit prices are public. The official MCP server was last published in April 2025, no request rate limits or SLA are published, and the privacy notice covers only the website.

Lightpanda

Version 1.0.2 runs locally with no account, and its 32-tool MCP server has typed schemas, an annotation on every tool and guidance to treat pages as untrusted. Telemetry is on by default, the CDP and HTTP MCP servers have no authentication, the cloud documents its token in the URL, and no status page or cloud terms were found.

Before you call either

Hyperbrowser

  1. With a wallet and no key, POST to https://api.hyperbrowser.ai/x402/session and read the PAYMENT-REQUIRED header. Sessions are prepaid for 5 to 60 minutes with no refund
  2. Save the x402 creation response. It holds the only copy of the connection tokens, and managementToken is what stops the session
  3. Stop sessions explicitly in cleanup code. Browser time bills per second until the timeout
  4. Use Fetch at $0.001 a page for static pages and keep browser sessions for pages that need interaction
  5. Add &keepAlive=true to wsEndpoint to reconnect after a CDP disconnect. Treat that URL as a secret because it carries the session token

Lightpanda

  1. Set LIGHTPANDA_DISABLE_TELEMETRY=true in the server's environment if usage data, the IP address and an instance ID shouldn't leave the machine.
  2. Treat text from markdown, html, tree and links as untrusted page content, never as instructions.
  3. Pass credentials as $LP_* placeholders in tool arguments and call getEnv without a name; naming a variable returns its value.
  4. Check httpStatus in structuredContent after goto, since a 404 page or a load timeout is still reported as a successful navigation.
  5. Keep lightpanda serve and lightpanda mcp --port on 127.0.0.1 or a Unix socket; neither checks who connects.

Questions

Which is better for AI agents, Hyperbrowser or Lightpanda?

Hyperbrowser scores 67.1 (B) on agent readiness against Lightpanda's 61.6 (C), and leads in 3 of 7 scored categories. Lightpanda leads on schema & documentation and agent ergonomics.

Do Hyperbrowser and Lightpanda need an API key?

Hyperbrowser takes an API key or an OAuth sign-in. Lightpanda needs no key. An agent can also pay Hyperbrowser per call over x402, with no account.

Can an agent call Hyperbrowser and Lightpanda without installing anything?

Hyperbrowser has a hosted endpoint at https://api.hyperbrowser.ai. Lightpanda runs on your own machine, with no hosted endpoint listed.

Are Hyperbrowser and Lightpanda open source?

No open-source release is listed for Hyperbrowser. Lightpanda is open source (AGPL-3.0 for the browser. The npm wrapper @lightpanda/browser and the agent skill are Apache-2.0. Lightpanda Cloud is a closed service with no terms of service found).

Other comparisons with Hyperbrowser or Lightpanda

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report