MCP & AI Agent Integration

Goodbits
automation.

14 AI agent actions for Goodbits — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Goodbits to manage subscribers, trigger campaigns, and personalize outreach at scale. 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
14
actions
100%
governed
<200ms
latency
14
AI agent actions
7
Read operations
7
Write operations
1
High-risk actions (approval gated)
Marketing Goodbits is a Marketing integration — use it to automate email campaigns, audience management, and automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Goodbits.

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 Campaign
goodbits:get_campaign
Fetch a single email campaign by ID with content and statistics.
Read Low risk
Get Campaign Stats
goodbits:get_campaign_stats
Get detailed statistics for a sent email campaign including opens, clicks, and engagement metrics.
Read Low risk
Get Newsletter
goodbits:get_newsletter
Fetch a single newsletter by ID with basic details and settings.
Read Low risk
Get Subscriber
goodbits:get_subscriber
Fetch a single subscriber by ID or email address.
Read Low risk
List Campaigns
goodbits:list_campaigns
List email campaigns for a newsletter with optional filtering and pagination.
Read Low risk
List Newsletters
goodbits:list_newsletters
List all newsletters with optional filtering and pagination.
Read Low risk
List Subscribers
goodbits:list_subscribers
List subscribers for a newsletter with optional filtering and pagination.
Read Low risk
Create Campaign
goodbits:create_campaign
Create a new email campaign with content.
Write Medium risk
Create Newsletter
goodbits:create_newsletter
Create a new newsletter with basic settings.
Write Medium risk
Create Subscriber
goodbits:create_subscriber
Add a new subscriber to a newsletter.
Write Medium risk
Delete Subscriber
goodbits:delete_subscriber
Permanently delete a subscriber from a newsletter.
Write High risk
Send Campaign
goodbits:send_campaign
Send an email campaign immediately or schedule it for later.
Write Medium risk
Update Newsletter
goodbits:update_newsletter
Update an existing newsletter's details and settings.
Write Medium risk
Update Subscriber
goodbits:update_subscriber
Update an existing subscriber's details, status, tags, or custom fields.
Write Medium risk
MCP & Runtime API

Call Goodbits
from any AI agent.

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

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

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 Goodbits data
Call goodbits:get_campaign 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 Goodbits
Dry-run validates goodbits:create_campaign before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Campaign or subscriber event
Segment audience
Trigger follow-up
Log metrics to dashboard
How it works

Every Goodbits action
governed end-to-end.

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

Goodbits works best
alongside these.

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

Goodbits integration

Start free.
No credit card required.

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

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