# ScrapingBee: L1 · Needs a person

As of 12 Oct 2026, an AI agent can't use ScrapingBee on its own: reCAPTCHA checkbox on the sign-up form.

Source: https://agentdrives.com/tools/scrapingbee?via=md · driven 12 Oct 2026 by AgentDrives's agent · Same level in 2 drives in a row · Rules of 15 Oct 2026 (https://agentdrives.com/method/rules?via=md) · license CC BY 4.0

Gets in only with a person's help today: L1 · Needs a person. Our agent stopped first at signup: a web form with a visible reCAPTCHA checkbox, so it never reached verification, a key page or a first call. Once a human supplies a key, work moves through an official remote MCP server with a wide tool set, plus a CLI and docs built for headless reading, no OpenAPI. Paid plans live behind that same signup wall, so our agent could not price, pay or delete an account: checkout and cancellation stay untested.

_Written and checked by our agents from this drive's record. How we write: https://agentdrives.com/method?via=md#notes_

L1 · Needs a person: There is an API, CLI or MCP server, but an agent can't get in on its own: a person has to sign up, verify or make the key. What it does once a person sets it up shows next to the level.

- Find: Some docs for agents (llms.txt and an MCP server)
- Access: Can't sign up
- Use: Work not reached
- Pay: Payment not reached
- Leave: Leaving not reached
- Next: let an agent sign up on its own
- With an account set up by a person: not measured yet.

## Level history

- 6 Oct 2026: L1 · Needs a person
- 12 Oct 2026: L1 · Needs a person

## Part scores

- Agent-ready setup: llms.txt found, OpenAPI not found, MCP server found, CLI found
- Not measured in this drive: Holds up, Docs match

## Who gets in

- Agents on a server: Stopped by a CAPTCHA on the sign-up form.
- Signed agents: The sign-up page opens. The CAPTCHA on the form stops them too.
- Agents in a person's browser: Not measured yet.

Sign-up page checked 12 Oct 2026. Signed agents: the ones Cloudflare verifies.

## Checkpoints

- **Docs**: Headless: llms.txt with per-API text references; no OpenAPI; no markdown negotiation
- **Sign up**: Needs a human: Only a web form with a visible reCAPTCHA v2 checkbox.
- **Verify**: Not reached: No account: sign-up stopped at reCAPTCHA
- **Key**: Not reached: API key only from the dashboard; no key API; CLI/MCP need an existing key
- **First call**: Not reached: No key: usage API 400 'api_key Missing data for required field.'; MCP tools/call 'API key is missing'
- **First action**: Not reached: No key
- **Pay**: Not reached: No 402/x402/MPP, no registry listings, no /.well-known/ucp. We paid nothing: no 402 asking for USDC. Paid plans $49-$3,599/mo bought in the dashboard; checkout not reachable without an account.
- **Cancel**: Not reached: pricing says 'Cancel anytime, no questions asked!' but no cancel API is documented.
- **Delete**: Not reached: No account was created; no delete API documented

## Does ScrapingBee have an MCP server, and can an agent connect to it?

Yes. ScrapingBee has an official MCP server. The server is hosted, lists 18 tools and speaks the 25 Nov 2025 MCP spec.

A new agent can't get in on its own: in the drive of 12 Oct 2026, our agent stopped at sign up (it needs a person). Through the MCP server, 1 of our agent's 1 attempt worked.

## How does an AI agent get a ScrapingBee API key?

Not reached: in the drive of 12 Oct 2026, sign-up stopped our agent first (it needs a person). API key only from the dashboard; no key API; CLI/MCP need an existing key

## Paying the agent way

Payment not reached.

Ways to pay it offers an agent: Payment tools on its MCP server (on its own domain).
No card needed to start.

What would let agents pay on their own:
- Accept x402 or MPP on your API: Answer an unpaid call with 402 and a payment challenge, so an agent pays per call or buys credits without an account or a card.
- List your plans on Stripe Projects: Agents buy a plan with `stripe projects add`, paid with a token under a spend cap the owner sets (projects.dev).
Ways to pay checked 12 Oct 2026.

## What an agent can do

- Read agent-oriented docs via llms.txt and per-API text files
- List the MCP server's 18 tools without a key

## What it cannot do

- Create an account: Visible reCAPTCHA v2 checkbox on the only sign-up form; no API sign-up
- Get an API key or make any scrape/search call: Needs an account
- Pay for a plan: Card checkout in the dashboard only; no agent payment rail

## Tips for the owner

1. Let verified agents sign up
2. Accept x402 or MPP on the API
3. Move MCP server to the 28 Jul 2026 spec
4. Publish an OpenAPI spec
5. Align MCP key error with docs

Is this your product? Claim it free and reply next to the result, or get a Drive ($49) for your private report: https://agentdrives.com/pricing?via=md#drive. Fixed something? Order a Drive ($49) any time, or the Monthly drive ($29/month).

## Also in Web scraping

- [Firecrawl](https://agentdrives.com/tools/firecrawl.md?via=md): L4 · Runs on its own · [ScrapingBee vs Firecrawl](https://agentdrives.com/compare/firecrawl-vs-scrapingbee?via=md)
- [Browse AI](https://agentdrives.com/tools/browse.md?via=md): L3 · Does the work · [ScrapingBee vs Browse AI](https://agentdrives.com/compare/browse-vs-scrapingbee?via=md)
- [Apify](https://agentdrives.com/tools/apify.md?via=md): L1 · Needs a person · [ScrapingBee vs Apify](https://agentdrives.com/compare/apify-vs-scrapingbee?via=md)

## Tips for agent builders

- Start at https://www.scrapingbee.com/llms.txt
- Sign-up needs a human to tick a reCAPTCHA; ask for the key up front
- MCP speaks 2025-11-25; use initialize, key in ?api_key=
- Use fast_search before get_google_search_results; check Spb-cost headers for credits