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Dataset Drift Monitor

Scheduled scraper ran successfully, but did the output quietly change? Compare the current dataset shape with the latest baseline for count, field, missing-rate, and type-distribution drift.

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from $0.60 / report generated

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Checksmith Cats

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17 days ago

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Configure MCP server with Dataset Drift Monitor for Silent Scraper Changes

Get a ready-to-use configuration for your MCP client with the Dataset Drift Monitor for Silent Scraper Changes Actor preconfigured at mcp.apify.com?tools=checksmithcats/dataset-drift-monitor .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

Chrome Web Store Permission Drift Monitor

zentrafoundry/chrome-web-store-permission-drift-monitor

Watch extensions for permission drift, manifest/version drift, rating shocks, category movement, and listing removals.

Zentra

Price & Availability Drift Monitor

checksmithcats/price-availability-drift-monitor

Tracks detectable price and stock drift between a public product feed, live product pages, and the previous run. Reads only public URLs.

Checksmith Cats

CRL Freshness & Drift Monitor

monema/crl-freshness-drift-monitor

Monitor public X.509 certificate revocation lists for expiry, publication drift, issuer changes, and revoked-certificate set changes across scheduled runs.

Maarten Vreeburg

Google API Discovery Drift Monitor

defenestrator/google-api-discovery-drift-monitor

Monitor Google's public Discovery API directory and selected discovery documents for API version, preferred flag, revision, schema, and method-surface drift.

Defenestrator

Ads.txt Sellers.json Drift Monitor

defenestrator/ads-txt-sellers-json-drift-monitor

Monitor public ads.txt, app-ads.txt, and sellers.json supply-chain files for semantic drift, parser errors, and missing expected partners.

Defenestrator

AI Training Policy Drift Monitor

defenestrator/ai-training-policy-drift-monitor

Monitor public vendor terms, privacy, and AI policy pages for AI-training, customer-content, opt-out, and data-use clause drift.

Defenestrator

Schema.org Vocabulary Drift Monitor

defenestrator/schema-org-vocabulary-drift-monitor

Monitor the official Schema.org JSON-LD vocabulary for watched term changes, replacements, removals, and release drift.

Defenestrator

Cloud IP Range Drift Monitor

defenestrator/cloud-ip-range-drift-monitor

Monitor official AWS, Google, Cloudflare, GitHub, and Fastly IP range feeds for firewall allowlist and network perimeter drift.

Defenestrator

AWS Endpoints Region Drift Monitor

defenestrator/aws-endpoints-region-drift-monitor

Monitor public AWS SDK endpoint metadata for service-region coverage, hostnames, FIPS/dual-stack variants, and deprecation drift.

Defenestrator

Apify Dataset Release QA Gate

rotvuvo/apify-dataset-release-qa-gate

Audit imported Apify-style dataset rows for missing required values, normalized duplicates, field coverage, type drift, URL/domain issues, and invalid emails. Get one PASS/WARN/FAIL report with blockers and sampled problem rows. This Actor does not fetch datasets by ID or mutate data.