MCP & AI Agent Integration

Parsehub
automation.

9 AI agent actions for Parsehub — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Parsehub to create tasks, update project status, and coordinate work across teams automatically. Full governance, audit trail, and dry-run safety on every execution.

No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
9
actions
100%
governed
<200ms
latency
9
AI agent actions
6
Read operations
3
Write operations
2
High-risk actions (approval gated)
Productivity Parsehub is a Productivity integration — use it to automate tasks, projects, and team workflows from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Parsehub.

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 Data
parsehub:get_data
Fetch the extracted data from a completed ParseHub run.
Read Low risk
Get Last Ready Data
parsehub:get_last_ready_data
Fetch the extracted data from the last successful run of a ParseHub project.
Read Low risk
Get Project
parsehub:get_project
Fetch a single ParseHub project by token with its configuration and status.
Read Low risk
Get Run
parsehub:get_run
Fetch a single ParseHub run by token with its status and metadata.
Read Low risk
List Projects
parsehub:list_projects
List all ParseHub projects in your account with pagination support.
Read Low risk
List Runs
parsehub:list_runs
List ParseHub runs with optional filtering by project and status.
Read Low risk
Cancel Run
parsehub:cancel_run
Cancel a running ParseHub run. Only works for runs with status "running" or "initialized".
Write High risk
Delete Run
parsehub:delete_run
Permanently delete a ParseHub run and all its associated data.
Write High risk
Start Run
parsehub:start_run
Start a new ParseHub run for the specified project.
Write Medium risk
MCP & Runtime API

Call Parsehub
from any AI agent.

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

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

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 Parsehub data
Call parsehub:get_data 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 Parsehub
Dry-run validates parsehub:cancel_run before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Task or project event
Update status automatically
Notify assignees
Sync across tools
How it works

Every Parsehub action
governed end-to-end.

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

Parsehub works best
alongside these.

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

Parsehub integration

Start free.
No credit card required.

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

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