MCP & AI Agent Integration

Change Photos
automation.

10 AI agent actions for Change Photos — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Change Photos to organize files, generate documents, and manage permissions programmatically. 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
10
actions
100%
governed
<200ms
latency
10
AI agent actions
4
Read operations
6
Write operations
2
High-risk actions (approval gated)
Files & Documents Change Photos is a Files & Documents integration — use it to automate file storage, sharing, and document management from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Change Photos.

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 Job Status
change_photos:get_job_status
Check the status of a photo processing job.
Read Low risk
Get Photo
change_photos:get_photo
Fetch details of a specific photo including processing status and URLs.
Read Low risk
List Jobs
change_photos:list_jobs
List processing jobs with optional filtering and pagination.
Read Low risk
List Photos
change_photos:list_photos
List photos with optional filtering and pagination.
Read Low risk
Apply Filter
change_photos:apply_filter
Apply a photo filter with adjustable intensity.
Write Medium risk
Change Background
change_photos:change_background
Replace the background of a photo with a new image.
Write Medium risk
Delete Photo
change_photos:delete_photo
Permanently delete a photo and all its processed versions.
Write High risk
Remove Background
change_photos:remove_background
Remove background from a photo, making it transparent or adding white background.
Write High risk
Resize Photo
change_photos:resize_photo
Resize a photo to specific dimensions with various fitting options.
Write Medium risk
Upload Photo
change_photos:upload_photo
Upload a photo from URL for processing.
Write Medium risk
MCP & Runtime API

Call Change Photos
from any AI agent.

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

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

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 Change Photos data
Call change_photos:get_job_status 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 Change Photos
Dry-run validates change_photos:apply_filter before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
File or document event
Process with AI
Route for approval
Notify team
How it works

Every Change Photos action
governed end-to-end.

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

Change Photos works best
alongside these.

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

Change Photos integration

Start free.
No credit card required.

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

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