Platform
Platform Overview Maps Memory Shadow Mode Widget Governance Actions Integrations
Developers
Overview Catalog Guardrails Dry Run Idempotency Credentials Audit Trail API Reference
Company
About Blog Contact Book a Demo
MCP Integrations Firecrawl
MCP & AI Agent Integration

Firecrawl
automation.

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

Connect Firecrawl free Browse all integrations →
No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
7
actions
100%
governed
<200ms
latency
7
AI agent actions
2
Read operations
5
Write operations
1
High-risk actions (approval gated)
Business Tools Firecrawl 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 Firecrawl.

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 Crawl Status
firecrawl:get_crawl_status
Check the status of a crawl job and get results if completed.
Read Low risk
Search Web
firecrawl:search_web
Search the web and scrape content from the most relevant results.
Read Low risk
Cancel Crawl
firecrawl:cancel_crawl
Cancel a running crawl job. Cannot be undone once cancelled.
Write High risk
Crawl Website
firecrawl:crawl_website
Start a crawl job to scrape multiple pages from a website. Returns immediately with job ID.
Write Medium risk
Extract Structured Data
firecrawl:extract_structured_data
Extract structured data from a webpage using AI-powered extraction with custom schema.
Write Medium risk
Map Website
firecrawl:map_website
Generate a comprehensive map/sitemap of a website showing all discoverable pages.
Write Medium risk
Scrape Url
firecrawl:scrape_url
Scrape content from a single URL and extract text, metadata, and optionally HTML/screenshot.
Write Medium risk
MCP & Runtime API

Call Firecrawl
from any AI agent.

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

firecrawl:get_crawl_status READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "firecrawl:get_crawl_status",
    "args": {},
    "execution_id": "agent-001"
  }'
firecrawl:cancel_crawl 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": "firecrawl:cancel_crawl",
    "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 Firecrawl.

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 Firecrawl data
Call firecrawl:get_crawl_status 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 Firecrawl
Dry-run validates firecrawl:cancel_crawl before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Firecrawl
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Firecrawl action
governed end-to-end.

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

Firecrawl works best
alongside these.

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

Slack Gmail Hubspot Google Sheets Notion
Firecrawl integration

Start free.
No credit card required.

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

Start free — 1,000 runs Browse all integrations →