MCP & AI Agent Integration

Jigsawstack
automation.

13 AI agent actions for Jigsawstack — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Jigsawstack 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
13
actions
100%
governed
<200ms
latency
13
AI agent actions
2
Read operations
11
Write operations
0
High-risk actions (approval gated)
Business Tools Jigsawstack 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 Jigsawstack.

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.

Check Password Strength
jigsawstack:check_password_strength
Analyze password strength and security with breach detection.
Read Low risk
Get Url Stats
jigsawstack:get_url_stats
Get click statistics and analytics for shortened URLs.
Read Low risk
Analyze Sentiment
jigsawstack:analyze_sentiment
Analyze the sentiment of text content using AI.
Write Medium risk
Describe Image
jigsawstack:describe_image
Generate AI-powered descriptions of images with detailed analysis.
Write Medium risk
Extract Text
jigsawstack:extract_text
Extract text from images using OCR (Optical Character Recognition).
Write Medium risk
Generate Password
jigsawstack:generate_password
Generate secure passwords with customizable complexity requirements.
Write Medium risk
Generate Qr Code
jigsawstack:generate_qr_code
Generate QR codes for URLs, text, or other data.
Write Medium risk
Scrape Website
jigsawstack:scrape_website
Scrape content from websites with AI-powered extraction.
Write Medium risk
Shorten Url
jigsawstack:shorten_url
Create shortened URLs with optional custom aliases and expiration.
Write Medium risk
Speech To Text
jigsawstack:speech_to_text
Convert speech audio to text using AI transcription.
Write Medium risk
Text To Speech
jigsawstack:text_to_speech
Convert text to speech using AI voice synthesis.
Write Medium risk
Translate Text
jigsawstack:translate_text
Translate text from one language to another using AI translation.
Write Medium risk
Validate Email
jigsawstack:validate_email
Validate email addresses for format, deliverability, and quality.
Write Medium risk
MCP & Runtime API

Call Jigsawstack
from any AI agent.

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

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

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

Every Jigsawstack action
governed end-to-end.

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

Jigsawstack works best
alongside these.

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

Jigsawstack integration

Start free.
No credit card required.

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

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