MCP & AI Agent Integration

Qualetics
automation.

2 AI agent actions for Qualetics — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Qualetics to pull reports, track KPIs, and surface insights on a schedule. 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
2
actions
100%
governed
<200ms
latency
2
AI agent actions
0
Read operations
2
Write operations
0
High-risk actions (approval gated)
Analytics Qualetics is a Analytics integration — use it to automate metrics tracking, reporting, and data analysis from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Qualetics.

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.

Run Data Machine
qualetics:run_data_machine
Initiates a previously designed data machine within Qualetics, executing the specific analytical tasks it was built for
Write Medium risk
Send Data
qualetics:send_data
Send an event with data to the system
Write Medium risk
MCP & Runtime API

Call Qualetics
from any AI agent.

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

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

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
Workflow needs to write to Qualetics
Dry-run validates qualetics:run_data_machine before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Metric threshold reached
Pull report data
Surface insight with AI
Send digest to Slack
How it works

Every Qualetics action
governed end-to-end.

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

Qualetics works best
alongside these.

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

Qualetics integration

Start free.
No credit card required.

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

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