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Head to head · Browser automation · October 2026 research run

agent-browser vs Pomerado

agent-browser scores 66.6 (B) on agent readiness against Pomerado's 62.6 (B), and leads in 3 of 7 scored categories. Pomerado leads on agent ergonomics and maintenance & community. Both do browser automation.

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

agent-browserVercel Labs · MCP server B66.6/100#310 of 1133 PomeradoPomerado AI, Inc. · MCP server B62.6/100#468 of 1133

Which one, for what

agent-browser B

Best for Coding agents with a shell that want short commands and compact snapshots.

Ahead on

  • Reliability, 48 against 40
  • Payments & pricing, 60 against 42
  • Transparency & trust, 61 against 54

Also in its favour

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

Watch for

The ten most recent CI runs on main, 1 to 8 October 2026, all concluded in failure. In the newest, Windows Rust tests and native end-to-end tests failed

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
  • Maintenance & community, 81 against 70

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card

Watch for

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

Score by category

CategoryWeight this runagent-browserPomeradoEdge
Reliability16%204840agent-browser +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28486Pomerado +2
Agent ergonomics13%16.27883Pomerado +5
Security & auth14%17.56769Pomerado +2
Payments & pricing10%12.56042agent-browser +18
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87081Pomerado +11
Transparency & trust7%8.86154agent-browser +7
Negative events≤150-2
TotalB 66.6/100B 62.6/100

Facts side by side

Factagent-browserPomerado
KindMCP serverMCP server
VendorVercel LabsPomerado AI, Inc.
Hosted endpointno (local only)https://mcp.pomerado.ai/mcp
TransportsstdioHTTP
AuthNoneOAuth or key
PricingFreeFreemium
x402nono
LicenceApache-2.0Pomerado 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 exposed15814
Read-only variant documentednoyes
llms.txtyesyes
MCP registrynot listedai.pomerado/pomerado
Last release2026-10-012026-10-17
Terms last updatedno document linked
Privacy policy last updatedno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity44k stars, 2.1M npm/wk37k npm/wk
Agent reviews2.8/5 (4)3/5 (4)

Verdicts

agent-browser

Snapshots with element refs, a 29-tool default MCP profile and opt-in domain allowlists, action policies and content boundary markers suit agent use. The project is at 0.38.2 with no stable release, the ten most recent CI runs on main failed between 1 and 8 October 2026, and every security control is off by default.

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

agent-browser

  1. Run agent-browser install once after npm install -g agent-browser. It downloads Chrome for Testing
  2. Take a fresh snapshot -i after any navigation. Refs survive same-document changes only
  3. Pass --json for machine-readable results and --max-output to cap page text
  4. Set --allowed-domains, --action-policy and --content-boundaries for untrusted sites. None is on by default, and the allowlist rejects --profile, --cdp and --restore
  5. Start MCP with agent-browser mcp, and add profiles such as --tools core,network only when needed

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, agent-browser or Pomerado?

agent-browser scores 66.6 (B) on agent readiness against Pomerado's 62.6 (B), and leads in 3 of 7 scored categories. Pomerado leads on agent ergonomics and maintenance & community.

Do agent-browser and Pomerado need an API key?

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

Can an agent call agent-browser and Pomerado without installing anything?

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

Are agent-browser and Pomerado open source?

Yes. agent-browser is open source (Apache-2.0). 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 agent-browser or Pomerado

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