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Dataset Change Monitor & Integration Router

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Compare current and previous Apify datasets, rank added, removed, and changed records, generate confidence and recommended actions, and route the result through MCP to Slack, Notion, GitHub, databases, or other connected tools.

Pricing

from $4.02 / 1,000 results

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Developer

Rafael Barreto Haddad

Actor stats

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Total users

Monthly active users

10 days ago

Last modified

Categories

Developer tools

Automation

You can access the Dataset Change Monitor & Integration Router programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "currentItems": [
<    {
<      "id": "entity-a",
<      "entity": "Alpha",
<      "category": "growth",
<      "value": 132,
<      "date": "2026-09-01",
<      "source": "current"
<    },
<    {
<      "id": "entity-b",
<      "entity": "Beta",
<      "category": "risk",
<      "value": 78,
<      "date": "2026-09-01",
<      "source": "current"
<    },
<    {
<      "id": "entity-c",
<      "entity": "Gamma",
<      "category": "new",
<      "value": 55,
<      "date": "2026-09-01",
<      "source": "current"
<    }
<  ],
<  "previousItems": [
<    {
<      "id": "entity-a",
<      "entity": "Alpha",
<      "category": "growth",
<      "value": 100,
<      "date": "2026-08-01",
<      "source": "previous"
<    },
<    {
<      "id": "entity-b",
<      "entity": "Beta",
<      "category": "stable",
<      "value": 92,
<      "date": "2026-08-01",
<      "source": "previous"
<    }
<  ]
<}' |
<apify call quanmatrix/dataset-integration-router --silent --output-dataset

Dataset Change Monitor & Integration Router API through CLI

The Apify CLI is the official tool that allows you to use Dataset Change Monitor & Integration Router locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Dataset Change Monitor & Integration Router API in Python

Dataset Change Monitor & Integration Router API in JavaScript

Dataset Change Monitor & Integration Router OpenAPI definition

Dataset Change Monitor & Integration Router API

Dataset Delta — Added, Removed & Changed Records

orangepinlabs/dataset-delta

Compare two Apify datasets or track one dataset between runs. Emit only added, removed, and changed records with exact changed fields.

Orange Pin Labs

Encrypted Data Integration

sovanza.inc/encrypted-data-integration

Encrypted Data Integration encrypts sensitive Apify data before export or automation. It supports selected fields, full records, or full payload encryption with AES-GCM, manifests, fingerprints, and dataset or key-value store output.

Sovanza

Kafka Integration

brasil-scrapers/kafka-integration

This integration facilitates the processing of data from an Apify dataset and its delivery to a Kafka topic. It is configured via a schema that includes details about the dataset, Kafka configuration, and batch processing size.

Brasil Scrapers

Azure dataset uploader

mvolfik/azure-dataset-uploader

The easiest way to upload datasets to Azure blob storage.

Matěj Volf

Alert Router

ironjellyfish/alert-router

Packages payloads into JSON, CSV, or webhook envelopes.

te wilson

Output to Dataset

njoylab/apify-output-to-dataset

Merges outputs from multiple actors into a single dataset. Execute actors in series or parallel, combine data from datasets, key-value stores, webhooks, and export the final output in various formats.

njoylab

Run & Dataset Alert Monitor

quanmatrix/run-and-dataset-alert-router

Monitor recurring run and dataset snapshots, detect meaningful changes, prioritize alert-worthy records, and return structured confidence and recommended actions for automated operational workflows.

Rafael Barreto Haddad

Dataset-to-Database Export Planner

quanmatrix/dataset-to-database-export

Analyze recurring dataset export batches, compare current and previous records, identify routing and quality changes, and produce structured recommendations for reliable database export workflows.

Rafael Barreto Haddad

MCP Connector Workflow Analyzer

quanmatrix/mcp-connector-workflow-agent

Analyze recurring MCP and integration workflow datasets to compare current versus previous states, surface meaningful changes, rank operational signals, and return agent-ready recommended actions.

Rafael Barreto Haddad

Ocean Freight Rate Drift Monitor

quanmatrix/ocean-freight-lane-rate-drift-intelligence

Monitor recurring ocean-freight datasets to detect lane-level rate changes, rank material cost shifts, compare current versus previous snapshots, and return decision-ready alerts for procurement, logistics and supply-chain teams.

Rafael Barreto Haddad