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MCP Integrations Imagga
MCP & AI Agent Integration

Imagga
automation.

8 AI agent actions for Imagga — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Imagga to automate business processes and connect tools in your stack. Full governance, audit trail, and dry-run safety on every execution.

Connect Imagga free Browse all integrations →
No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
8
actions
100%
governed
<200ms
latency
8
AI agent actions
1
Read operations
7
Write operations
1
High-risk actions (approval gated)
Business Tools Imagga 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 Imagga.

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 Usage
imagga:get_usage
Get current API usage statistics and remaining credits.
Read Low risk
Analyze Image
imagga:analyze_image
Analyze an image and extract tags with confidence scores.
Write Low risk
Categorize Image
imagga:categorize_image
Categorize an image into predefined categories with confidence scores.
Write Low risk
Crop Image
imagga:crop_image
Generate smart crop suggestions for an image based on content analysis.
Write Low risk
Detect Faces
imagga:detect_faces
Detect faces in an image and return coordinates and attributes.
Write Low risk
Extract Colors
imagga:extract_colors
Extract dominant colors from an image with percentages and color codes.
Write Low risk
Remove Background
imagga:remove_background
Remove background from an image using AI-powered segmentation.
Write High risk
Upscale Image
imagga:upscale_image
Upscale an image using AI-powered super-resolution technology.
Write Low risk
MCP & Runtime API

Call Imagga
from any AI agent.

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

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

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

Every Imagga action
governed end-to-end.

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

Imagga works best
alongside these.

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

Slack Gmail Hubspot Google Sheets Notion
Imagga integration

Start free.
No credit card required.

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

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