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MCP Integrations Parsera
MCP & AI Agent Integration

Parsera
automation.

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

Connect Parsera 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
4
Read operations
3
Write operations
0
High-risk actions (approval gated)
Business Tools Parsera 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 Parsera.

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 Batch
parsera:get_batch
Get the status and results of a batch extraction job.
Read Low risk
Get Extraction
parsera:get_extraction
Get the status and results of a data extraction job.
Read Low risk
Get Usage
parsera:get_usage
Get API usage statistics and billing information.
Read Low risk
List Extractions
parsera:list_extractions
List recent data extraction jobs with optional filtering.
Read Low risk
Extract Batch
parsera:extract_batch
Extract structured data from multiple webpages in a batch operation.
Write Medium risk
Extract Data
parsera:extract_data
Extract structured data from a webpage using AI-powered parsing.
Write Medium risk
Validate Schema
parsera:validate_schema
Validate a data extraction schema before using it in extractions.
Write Medium risk
MCP & Runtime API

Call Parsera
from any AI agent.

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

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

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

Every Parsera action
governed end-to-end.

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

Parsera works best
alongside these.

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

Slack Gmail Hubspot Google Sheets Notion
Parsera integration

Start free.
No credit card required.

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

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