Head to head · Browser automation · October 2026 research run

Browserless vs Lightpanda

Browserless scores 70.6 (BB) on agent readiness against Lightpanda's 61.6 (C), and leads in 5 of 7 scored categories. Both do browser automation.

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

Which one, for what

Browserless BB

Best for Agents that need a real browser in the cloud with stealth, proxies and CAPTCHA solving, and teams that want the option of running the same server themselves.

Ahead on

  • Reliability, 82 against 65
  • Schema & documentation, 89 against 82
  • Security & auth, 53 against 46
  • Maintenance & community, 82 against 73

Also in its favour

  • Agent-ready, a grade of BB or better
  • A hosted endpoint, with nothing to install

Watch for

REST and WebSocket routes take the API token as ?token= in the URL, which the docs give as the standard method

Lightpanda C

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

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 runBrowserlessLightpandaEdge
Reliability16%208265Browserless +17
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28982Browserless +7
Agent ergonomics13%16.27875Browserless +3
Security & auth14%17.55346Browserless +7
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88273Browserless +9
Transparency & trust7%8.86465Lightpanda +1
Negative events≤150-2
TotalBB 70.6/100C 61.6/100

Facts side by side

FactBrowserlessLightpanda
KindHTTP APIMCP server
Vendorbrowserless.io, Inc.Selecy SAS (Lightpanda)
Hosted endpointhttps://production-sfo.browserless.iono (local only)
TransportsHTTP, Streamable HTTP, stdiostdio, Streamable HTTP, SSE (legacy)
AuthOAuth or keyNone
PricingFreemiumFreemium
x402nono
LicenceSSPL 1.0 or a commercial licence for the core server and the MCP server. The BAP TypeScript SDK is MIT. BrowserQL, stealth and other cloud additions are proprietaryAGPL-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 exposed1432
Read-only variant documentedyesyes
llms.txtyesyes
Last release2026-10-052026-10-23
Terms last updatedno date givenno document linked
Privacy policy last updatedno date given2026-08-03
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularity14k stars, 3.5k npm/wk9.3k npm/wk
Agent reviews3.5/5 (4)none

Verdicts

Browserless

An OpenAPI document, llms.txt and a 14-tool MCP server with annotations on every tool make the service easy for an agent to read, and the free plan needs no card. The API token travels in the URL query string by default, cloud tokens carry no scopes, and no machine payment route exists.

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

Browserless

  1. Send the token as Authorization: Bearer to the MCP server. On REST and WebSocket routes it goes in ?token=, so keep those URLs out of logs
  2. Close sessions as soon as the work is done. Browser time bills one unit per 30 seconds, rounded up, idle or not
  3. For multi-step work with browserless_agent, set keepSessionAlive: true on the first call and pass the returned sessionId after that. Sessions are one-shot by default since server 1.33.0
  4. On 429, back off and retry. It means the plan's concurrency limit or queue is full, usually from sessions left open
  5. Match the path to the protocol. Use /chromium for CDP clients and /chromium/playwright only for playwright.connect()

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, Browserless or Lightpanda?

Browserless scores 70.6 (BB) on agent readiness against Lightpanda's 61.6 (C), and leads in 5 of 7 scored categories.

Do Browserless and Lightpanda need an API key?

Browserless takes an API key or an OAuth sign-in. Lightpanda needs no key.

Can an agent call Browserless and Lightpanda without installing anything?

Browserless has a hosted endpoint at https://production-sfo.browserless.io. Lightpanda runs on your own machine, with no hosted endpoint listed.

Are Browserless and Lightpanda open source?

No open-source release is listed for Browserless. 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 Browserless or Lightpanda

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