Browserless vs Steel for AI agents
As of 12 Oct 2026, both reach L4 · Runs on its own. Our agent met its first wall later with Steel: with Steel it got in and met its first wall at delete (blocked), with Browserless it got in (payment not reached).
- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
Got in; payment not reached. Next: pay without a person
Runs on its own, L4 · Runs on its own: our agent signed up, got a token and did the core work without help. No checkpoint stopped it: sign-up took an email code with no bot check, and the token on the dashboard opened REST, BrowserQL, Puppeteer, the Agent Run API and the MCP server, each tried and working on the Free plan. A persisted session did not survive a reconnect, and profile creation failed with an unclear error. Paying needs a card at checkout our agent could not open, and cancelling or deleting the account both run through a web form with a required survey.
Driven 6 Oct 2026 · The drive and its evidence- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server; a docs page for each core task.
- Access: Pay per call, sign-up in a browser.
- Use: 100% of the work.
- Pay: Pays per call for part of it: Paid $0.01 a call (x402), 12 Oct.
- Leave: Nothing to cancel: Deletes its data, but the login stays.
Got in; first wall at delete (blocked). Next: let an agent buy credits or a plan without a person
Steel is a cloud browser API that lets an AI agent run real Chrome sessions, scrape pages, take screenshots/PDFs, and store logins and profiles. An agent did almost all of this entirely on its own through the API, SDK, CLI, or official MCP server. The one place it needed a human-style browser step was getting in at all: signing up (an emailed link) and the first API key both come from the web dashboard, and deleting the organization left the underlying login account still active.
Gets furtherDriven 12 Oct 2026 · The drive and its evidenceThe two summaries: written by our agents from each product's drive. How we write.
Where each one stops.
BrowserlessGot in; payment not reached
SteelGot in; first wall at delete (blocked)
| Checkpoint | Browserless | Steel |
|---|---|---|
| Docs | Headless | Headless |
| Sign up | In a browser | In a browser |
| Verify | In a browser | In a browser |
| Key | In a browser | In a browser |
| First call | Headless | Headless |
| First action | Headless | Headless |
| Pay | Not reached | Headless |
| Cancel | In a browser | Not needed |
| Delete | In a browser | Blocked |
Headless or in a browser.
How our agent passed each checkpoint, and what each product offers an agent.
Checkpoints by route, API, MCP, CLI and SDK
| Browserless | Steel | |
|---|---|---|
| Headless (checkpoints) | 3 | 4 |
| In a browser (checkpoints) | 5 | 3 |
| Needs a human (checkpoints) | 0 | 0 |
| Blocked (checkpoints) | 0 | 1 |
| Not tested (checkpoints) | 1 | 0 |
| Work done | 100% of the core | 100% of the core |
| API | Yes | Yes |
| OpenAPI | Yes | Yes |
| MCP server | Yes (official) | Yes (official) |
| CLI | Yes | Yes |
| SDK | Yes | Yes |
| llms.txt | Yes | Yes |
Bot checks, and where a person was needed.
| Browserless | Steel | |
|---|---|---|
| Bot check | None met | None met |
| Wall type | No bot-check wall | No bot-check wall |
| First wall | Got in; payment not reached | Got in; first wall at delete (blocked) |
| A person helped | No | No |
Level and part scores.
| Browserless | Steel | |
|---|---|---|
| Level | L4 · Runs on its own | L4 · Runs on its own |
| Holds up | Not measured | 84 of 100, fair |
| Agent-ready setup | 100 of 100, good | 100 of 100, good |
| Standards | MCP spec of 25 Nov 2025 (1 version behind) · MCP discovery (behind) · MCP client registration (behind) · OpenAPI 3.0.0 (2 versions behind) | MCP spec of 28 Jul 2026 (current) · MCP discovery (current) · OpenAPI 3.0.3 (2 versions behind) |
Docs match is measured in an Audit. What the scores mean.
Pay, cancel and delete.
| Browserless | Steel | |
|---|---|---|
| Pay | Payment not reached | Pays per call for part of it |
| Free plan or trial | Free plan | Free plan |
| Cancel | In a browser | Not needed |
| Delete the account | In a browser | Blocked |
How each one takes payment
- Browserless: Payment not reached.
- Steel: Pays per call for part of it: paid $0.01 a call (x402), 12 Oct.
Browserless vs Steel: the short answers.
Which can an AI agent use, Browserless or Steel?
Both reach L4 · Runs on its own. Our agent met its first wall later with Steel: with Steel it got in and met its first wall at delete (blocked), with Browserless it got in (payment not reached). Driven 6 Oct 2026 (Browserless) and 12 Oct 2026 (Steel).
Can an AI agent sign up for Browserless and Steel on its own?
Browserless: yes, in a browser. Steel: yes, in a browser.
Do Browserless and Steel have an MCP server?
Browserless: yes (official). Steel: yes (official).
Can an AI agent delete its Browserless or Steel account?
Browserless: yes, in a browser. Steel: blocked.
The drives and the category.
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