Datamule

Point at ANY Esri ArcGIS REST layer (FeatureServer/MapServer) behind US cities, counties, DOTs, HUD & USGS. Pages a layer's /query via resultOffset honoring exceededTransferLimit, or enumerates a service root. Flat rows: every attribute as a column + geometry + lon/lat + raw. Pay per feature.

Fetch and parse the IAB Tech Lab ad-tech transparency triad — ads.txt, app-ads.txt and sellers.json — for any domain or list of domains. One flat, normalized row per seller relationship, seller entry or variable, with a lossless raw copy. The authorized-digital-seller graph as data. Pay per record.

Point at any Bugzilla server (Mozilla, Red Hat, LibreOffice, Gentoo) and get one structured row per bug: summary, status, resolution, product, component, priority, severity, reporter, timestamps, keywords. Also lists products and server version.

Point at any Buildbot CI master (CPython, WebKit, LLVM, GNOME, self-hosted) and get one structured row per builder, build, or worker: names, tags, build results and status, timestamps, and worker inventory. One actor for every Buildbot data API v2 server.

Scrape clinical-trial records from the official ClinicalTrials.gov v2 REST API. Query by condition, intervention, sponsor, status, phase or free text. One record per study — NCT id, title, status, phase, sponsor, conditions, interventions, enrollment, dates, locations + the raw study. Pay per study.

Point at any Conda channel's repodata.json and get one structured row per package: name, version, build, subdir, license, md5/sha256, size, timestamp, depends and constrains.

Point at ANY Datasette instance and pull structured data via its uniform JSON API. Discover every database + table, page a table's rows into a clean dataset, or run a read-only SQL query. Works on any datasette publish site with no per-site scraper. Pay per record.

Point at ANY seismic data center (USGS, INGV, GEOFON, IRIS, GeoNet…) and pull earthquakes or station metadata via the uniform FDSN web-services API. Query one center, a list, or all via the fdsn.org registry. Flat rows + lossless raw. Pay per record.

Point at any Gerrit code-review server (Android, Chromium, OpenStack, Wikimedia, GerritHub, self-hosted) and get one structured row per change: subject, status, owner, review labels, insertions/deletions, comments and merge history. Also lists projects and server info.

Point at any Grafana instance and extract its dashboard + folder inventory, version and health via the open HTTP API. One row per dashboard/folder with title, uid, tags, folder; plus health and discovery modes. No per-host scraper.

Monitor Hacker News for keywords, brands, domains or authors via the public Algolia HN API. Search stories + comments, filter by points, comments, date & type. One record per hit — title, author, points, URL, text + raw. Pay per item.

Point at any Helm chart repository's index.yaml and get one structured row per chart version: appVersion, digest, dependencies, maintainers, keywords, sources, deprecation and more.

Point at any Jenkins or Hudson controller (anonymous-read) and get one structured row per job or build: status, results, timings, build history, job graph. Works on any controller via the standard /api/json Remote Access API.

Point at any open Netdata monitoring agent and export node info, the chart catalog, active alarms and fleet inventory from the public unauthenticated REST API. One actor over thousands of self-hosted Netdata nodes.

Point at ANY fediverse instance (Mastodon, Lemmy, Misskey, Pixelfed, PeerTube…) and extract its NodeInfo: software name & version, protocols, services, open-registrations, user counts, local posts & comments, plus the raw NodeInfo JSON. One generic runner for every fediverse server.

Point at ANY OGC API Features service (the modern WFS successor) — pygeoapi, ldproxy, GeoServer, national mapping & city GIS. List collections or page /items by bbox/datetime/CQL to flat rows (geometry, lon/lat, computed bbox, properties) + raw GeoJSON. Pay per feature.

Point at ANY OGC API - Records catalog (the JSON/GeoJSON successor to CSW) — pygeoapi, pycsw, ldproxy. List record catalogs or page /items by bbox/datetime/free-text/type/CQL to flat rows (recordId, type, title, created, keywords, themes, bbox, lon/lat) + raw GeoJSON. Pay per record.

Point at any Open311 (GeoReport v2) city for one structured row per 311 service request: id, status, service, description, address, coordinates, media, agency, timestamps. Also pull the service-type catalog and the endpoint discovery — the open municipal-311 standard, anonymous read.

Point at ANY PxWeb statistical service (SCB Sweden, StatFi Finland, Norway, Iceland…): name a table and get flat, fully labeled statistics — one row per cell. Decodes index-encoded JSON-stat2, joining every dimension to its code + name. Discovery walks the subject tree. Pay per record.

Point at ANY Dataverse, DSpace 7/8, or InvenioRDM/Zenodo install and harvest every dataset's metadata via one unified API — title, authors, DOI/handle, subjects, date, type, license, files, landing page + raw. One actor spans thousands of institutional repositories. Pay per record.

Point at ANY STAC API — Earth Search, Planetary Computer, USGS & 100s of public satellite/EO catalogs. Search items by bbox/datetime/collection/cloud-cover or list collections; auto-paginate to flat rows + raw GeoJSON. Pay per item.

Point at an Aleph (OCCRP FollowTheMoney) instance and extract investigative-graph data via its /api/2 API — collections, entities (people, companies, sanctions), and schema metadata. For AML, due-diligence, and OSINT research.

Point at any Prometheus Alertmanager v2 API and export active/silenced alerts, grouped alerts, silences, receivers and cluster status as clean rows. Labels, annotations, state and ISO-normalized timestamps. One actor over every Alertmanager-compatible host.

Scrape customer reviews from the Apple App Store and Google Play — ratings, text, author, version, date — for any app. Pay per review.