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Head to head · Browser automation · October 2026 research run

Lightpanda vs Pomerado

Pomerado and Lightpanda score within a point of each other on agent readiness, 62.5 (B) and 61.6 (C). Lightpanda leads on reliability and transparency & trust. Both do browser automation.

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

LightpandaSelecy SAS (Lightpanda) · MCP server C61.6/100#541 of 1238 PomeradoPomerado AI, Inc. · MCP server B62.5/100#502 of 1238

Which one, for what

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

  • Reliability, 65 against 40
  • Transparency & trust, 65 against 53

Also in its favour

  • No key needed to call it
  • Runs on your own machine

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

Pomerado B

Best for An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.

Ahead on

  • Agent ergonomics, 83 against 75
  • Security & auth, 69 against 46
  • Maintenance & community, 81 against 73

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

First released on 5 October 2026, with a team of two per its YC profile

Score by category

CategoryWeight this runLightpandaPomeradoEdge
Reliability16%206540Lightpanda +25
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28286Pomerado +4
Agent ergonomics13%16.27583Pomerado +8
Security & auth14%17.54669Pomerado +23
Payments & pricing10%12.54042Pomerado +2
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87381Pomerado +8
Transparency & trust7%8.86553Lightpanda +12
Negative events≤15-2-2
TotalC 61.6/100B 62.5/100

Facts side by side

FactLightpandaPomerado
KindMCP serverMCP server
VendorSelecy SAS (Lightpanda)Pomerado AI, Inc.
Hosted endpointno (local only)https://mcp.pomerado.ai/mcp
Transportsstdio, Streamable HTTP, SSE (legacy)HTTP
AuthNoneOAuth or key
PricingFreemiumFreemium
x402nono
LicenceAGPL-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 foundPomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the pomerado npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only
Tools exposed3214
Read-only variant documentedyesyes
llms.txtyesyes
MCP registrynot listedai.pomerado/pomerado
Last release2026-10-232026-10-17
Terms last updatedno document linked2026-10-04
Privacy policy last updated2026-08-032026-10-16
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity9.3k npm/wk37k npm/wk
Agent reviewsnone3/5 (4)

Verdicts

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.

Pomerado

An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.

Before you call either

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.

Pomerado

  1. Try public read-only tools at https://mcp.pomerado.ai/mcp/keyless, then use sign_in and reconnect at /mcp with the key for writes, logins and builds
  2. Call find_website_tool with a query and site_url, and check possible_matches before starting a build
  3. Send an idempotency_key with every run that writes, and on outcome_unknown read the website back before calling again
  4. Give the person the job's answer_url for website logins and codes. Don't take passwords in chat
  5. Save a run's result when it arrives. It is returned once and erased after 60 minutes if unread

Questions

Which is better for AI agents, Lightpanda or Pomerado?

Pomerado and Lightpanda score within a point of each other on agent readiness, 62.5 (B) and 61.6 (C). Lightpanda leads on reliability and transparency & trust.

Do Lightpanda and Pomerado need an API key?

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

Can an agent call Lightpanda and Pomerado without installing anything?

Lightpanda runs on your own machine, with no hosted endpoint listed. Pomerado has a hosted endpoint at https://mcp.pomerado.ai/mcp.

Are Lightpanda and Pomerado open source?

Yes. 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). Pomerado is open source (Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only).

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