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MCP Integrations Scrapegraphai
MCP & AI Agent Integration

Scrapegraphai
automation.

10 AI agent actions for Scrapegraphai — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Scrapegraphai to automate business processes and connect tools in your stack. Full governance, audit trail, and dry-run safety on every execution.

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No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
10
actions
100%
governed
<200ms
latency
10
AI agent actions
5
Read operations
5
Write operations
1
High-risk actions (approval gated)
Business Tools Scrapegraphai is a Business Tools integration — use it to automate business operations and workflow automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Scrapegraphai.

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.

Get Account Usage
scrapegraphai:get_account_usage
Get account usage statistics including tokens used, costs, and job counts.
Read Low risk
Get Bulk Scrape
scrapegraphai:get_bulk_scrape
Get the status and results of a bulk scraping job by ID.
Read Low risk
Get Scrape Job
scrapegraphai:get_scrape_job
Get the status and results of a scraping job by ID.
Read Low risk
List Scrape Jobs
scrapegraphai:list_scrape_jobs
List scraping jobs with optional filtering and pagination.
Read Low risk
List Templates
scrapegraphai:list_templates
List all scraping templates with optional search and pagination.
Read Low risk
Cancel Scrape Job
scrapegraphai:cancel_scrape_job
Cancel a pending or processing scraping job.
Write High risk
Create Bulk Scrape
scrapegraphai:create_bulk_scrape
Create a bulk scraping job to process multiple URLs with the same extraction prompt.
Write Medium risk
Create Scrape Job
scrapegraphai:create_scrape_job
Create a new web scraping job with AI-powered data extraction.
Write Medium risk
Create Template
scrapegraphai:create_template
Create a reusable scraping template with predefined extraction settings.
Write Medium risk
Scrape With Template
scrapegraphai:scrape_with_template
Create a scraping job using a predefined template.
Write Medium risk
MCP & Runtime API

Call Scrapegraphai
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Scrapegraphai actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

scrapegraphai:get_account_usage READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "scrapegraphai:get_account_usage",
    "args": {},
    "execution_id": "agent-001"
  }'
scrapegraphai:cancel_scrape_job WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "scrapegraphai:cancel_scrape_job",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Scrapegraphai.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Scrapegraphai data
Call scrapegraphai:get_account_usage via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Scrapegraphai
Dry-run validates scrapegraphai:cancel_scrape_job before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Scrapegraphai
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Scrapegraphai action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Scrapegraphai — 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 Scrapegraphai action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Scrapegraphai action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Scrapegraphai works best
alongside these.

Build multi-step workflows that connect Scrapegraphai to the rest of your stack. All governed. All audited.

Slack Gmail Hubspot Google Sheets Notion
Scrapegraphai integration

Start free.
No credit card required.

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

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