Healthcare Workforce Shortage Monitor

FDA Drug Shortage API

maximedupre/drug-shortage

Search official FDA/openFDA drug shortage records by status, drug or ingredient, company, category, or date. Get structured records with availability, identifiers, dates, source links, and feed details for research and programmatic workflows.

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

openFDA Drug Shortages Scraper

neuton/openfda-drug-shortages-scraper

Extract FDA drug shortage records for current shortage monitoring, supply-chain workflows, pharma operations, and healthcare procurement.

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.

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

Dataset Change Monitor & Integration Router

quanmatrix/dataset-integration-router

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.

Extracts German job postings from jobware.de with title, company, location, posting date and remote flag. Optional full description for jobs with a public job page. Public data only.

Compare authorized company workforce snapshots to inspect observed headcount or composition changes. Output: Current-versus-previous workforce signals from supplied datasets.

ADP Workforce Now Jobs Scraper

axiomworks/adp-workforce-now-jobs-scraper

Collect open jobs from public ADP Workforce Now career sites. Results include job and requisition IDs, posting dates, locations, employment types, pay details and description text or HTML. Supply one or more career URLs or tenant cids, and choose whether to fetch descriptions.

Compare supplied Indeed job listing snapshots to report new and removed vacancies, observed salary-band shifts and changes by employer or job family. Salary data is analyzed only where provided and never estimated from missing listings.