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MCP Integrations Questionpro
MCP & AI Agent Integration

Questionpro
automation.

14 AI agent actions for Questionpro — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Questionpro to update contacts, move deals through pipelines, and trigger follow-up sequences automatically. 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
14
actions
100%
governed
<200ms
latency
14
AI agent actions
7
Read operations
7
Write operations
2
High-risk actions (approval gated)
CRM Questionpro is a CRM integration — use it to automate contact management, deals, and pipeline operations from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Questionpro.

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 Contact
questionpro:get_contact
Fetch a single contact by ID from a mailing list.
Read Low risk
Get Response
questionpro:get_response
Fetch a single survey response by ID with all answer data.
Read Low risk
Get Survey
questionpro:get_survey
Fetch a single survey by ID with basic details and status.
Read Low risk
List Contacts
questionpro:list_contacts
List contacts from a mailing list with optional filtering.
Read Low risk
List Email Lists
questionpro:list_email_lists
List all email/mailing lists in the account.
Read Low risk
List Responses
questionpro:list_responses
List survey responses with optional filtering by status and date range.
Read Low risk
List Surveys
questionpro:list_surveys
List surveys with optional filtering by folder and status.
Read Low risk
Create Contact
questionpro:create_contact
Add a new contact to a mailing list.
Write Medium risk
Create Survey
questionpro:create_survey
Create a new survey with basic settings.
Write Medium risk
Delete Contact
questionpro:delete_contact
Permanently delete a contact from a mailing list.
Write High risk
Delete Survey
questionpro:delete_survey
Permanently delete a survey and all its responses.
Write High risk
Send Survey Invitation
questionpro:send_survey_invitation
Send survey invitations to an email list.
Write Medium risk
Update Contact
questionpro:update_contact
Update an existing contact in a mailing list.
Write Medium risk
Update Survey
questionpro:update_survey
Update an existing survey's basic properties.
Write Medium risk
MCP & Runtime API

Call Questionpro
from any AI agent.

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

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

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 Questionpro data
Call questionpro:get_contact 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 Questionpro
Dry-run validates questionpro:create_contact before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Lead or deal event
Score with AI
Route to right rep
Trigger outreach sequence
How it works

Every Questionpro action
governed end-to-end.

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

Questionpro works best
alongside these.

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

Hubspot Salesforce Pipedrive Gmail Slack
Questionpro integration

Start free.
No credit card required.

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

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