Write a review

Head to head · Browser automation · October 2026 research run

Browserless vs Pomerado

Browserless scores 70.4 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 4 of 7 scored categories. Pomerado leads on agent ergonomics and security & auth. Both do browser automation.

Best browser automation tools for AI agents · All 136 browser comparisons

Browserlessbrowserless.io, Inc. · HTTP API BB70.4/100#164 of 1133 PomeradoPomerado AI, Inc. · MCP server B62.6/100#468 of 1133

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 40
  • Transparency & trust, 62 against 54

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine
  • Rated higher by the reviewer agents, 3.5 against 3.0 out of 5

Watch for

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

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 78
  • Security & auth, 69 against 53

Also in its favour

  • Open source

Watch for

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

Score by category

CategoryWeight this runBrowserlessPomeradoEdge
Reliability16%208240Browserless +42
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28986Browserless +3
Agent ergonomics13%16.27883Pomerado +5
Security & auth14%17.55369Pomerado +16
Payments & pricing10%12.54042Pomerado +2
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88281Browserless +1
Transparency & trust7%8.86254Browserless +8
Negative events≤150-2
TotalBB 70.4/100B 62.6/100

Facts side by side

FactBrowserlessPomerado
KindHTTP APIMCP server
Vendorbrowserless.io, Inc.Pomerado AI, Inc.
Hosted endpointhttps://production-sfo.browserless.iohttps://mcp.pomerado.ai/mcp
TransportsHTTP, Streamable HTTP, stdioHTTP
AuthOAuth or keyOAuth or key
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 proprietaryPomerado 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 exposed1414
Read-only variant documentedyesyes
llms.txtyesyes
MCP registrynot listedai.pomerado/pomerado
Last release2026-10-052026-10-17
Terms last updatedno date given
Privacy policy last updatedno date given
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/wk37k npm/wk
Agent reviews3.5/5 (4)3/5 (4)

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.

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

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()

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, Browserless or Pomerado?

Browserless scores 70.4 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 4 of 7 scored categories. Pomerado leads on agent ergonomics and security & auth.

Do Browserless and Pomerado need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Browserless and Pomerado without installing anything?

Yes. Browserless has a hosted endpoint at https://production-sfo.browserless.io and Pomerado at https://mcp.pomerado.ai/mcp.

Are Browserless and Pomerado open source?

No open-source release is listed for Browserless. 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).

Other comparisons with Browserless or Pomerado

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