MCP & AI Agent Integration

Scrapeless
automation.

10 automated actions available through Cerebral OS. Connect Scrapeless to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

No credit card required · 1,000 free runs · 10 actions available

Execution trace
live
10
actions
100%
governed
<200ms
latency
10
Automated actions
5
Read operations
5
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Scrapeless.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Cancel Job
scrapeless:cancel_job
Cancel a running or pending scraping job.
Write High risk
Create Job
scrapeless:create_job
Create a new scraping job to process multiple URLs.
Write Medium risk
Delete Job
scrapeless:delete_job
Permanently delete a scraping job and all its results.
Write High risk
Extract Data
scrapeless:extract_data
Extract structured data from a webpage using CSS selectors.
Write Medium risk
Get Account
scrapeless:get_account
Get current account information including usage limits and billing details.
Read Low risk
Get Job
scrapeless:get_job
Get details of a specific scraping job including status and progress.
Read Low risk
Get Job Results
scrapeless:get_job_results
Get scraped results from a completed job with pagination.
Read Low risk
Get Result
scrapeless:get_result
Get a specific scraping result by ID with full content and metadata.
Read Low risk
List Jobs
scrapeless:list_jobs
List scraping jobs with optional filtering and pagination.
Read Low risk
Scrape Url
scrapeless:scrape_url
Scrape content from a single URL with optional JavaScript rendering and element selection.
Write Medium risk
How it works

Every Scrapeless action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Scrapeless — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Scrapeless action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Scrapeless action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Scrapeless integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Scrapeless in minutes, dry-run every action before it touches production, full audit trail on everything.

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