MCP & AI Agent Integration

Reflect
automation.

4 AI agent actions for Reflect — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Reflect to automate business processes and connect tools in your stack. 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
4
actions
100%
governed
<200ms
latency
4
AI agent actions
2
Read operations
2
Write operations
0
High-risk actions (approval gated)
Business Tools Reflect 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 Reflect.

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 User
reflect:get_user
Retieves information about the authenticated user
Read Low risk
List Links
reflect:list_links
Retieve all links for a graph
Read Low risk
Append Daily Note
reflect:append_daily_note
Append to a daily note
Write Medium risk
Create Link
reflect:create_link
Create a new link
Write Medium risk
MCP & Runtime API

Call Reflect
from any AI agent.

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

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

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

Every Reflect action
governed end-to-end.

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

Reflect works best
alongside these.

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

Reflect integration

Start free.
No credit card required.

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

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