Datamule

Point at ANY GA4GH Beacon v2 endpoint (Progenetix, Cancer Cell Lines, ELIXIR/BSC) and pull biosamples, individuals, genomic variants, cohorts, datasets or filtering terms into clean flat rows. Auto-detects skip/limit paging, keeps the full record in _raw. Pay per record.

Point at ANY BOINC volunteer-computing project (PrimeGrid, Einstein@Home, Rosetta@Home, yoyo@home, NFS@Home) and extract its public XML: applications & versions, server status & daemons, or the user/team/host stats exports. Sniffs the body, gunzips file-gzip stats. One uniform runner.

Point at ANY CAP alerting authority (US NWS, UN GDACS, Canada NAAD, PH PAGASA, NZ MetService + more in the WMO Register) and extract OASIS CAP 1.2 alerts as flat rows. Auto-decodes GeoJSON, inline CAP-XML feeds and Atom/RSS-linked CAP docs. One row per alert x info-language x area, with geometry.

Point at ANY CARS-511 DOT deployment and extract its traveler-information collections over the public REST API: road events, incidents, construction, traffic cameras, and winter-road conditions. One normalized row per record + the full raw record. Seeded on Ontario & Alberta 511.

Point at ANY cBioPortal instance (the MSKCC flagship, BCGSC, GENIE, institutional mirrors) and pull cancer-genomics metadata: studies, the OncoTree cancer-type taxonomy, molecular profiles, and genes. One actor, the whole cBioPortal REST API, every row lossless.

Point at ANY Cosmos-SDK chain's LCD (REST) endpoint and extract validators, governance proposals, token supply, account balances, delegations, or inflation. Chain-agnostic across the Cosmos ecosystem; opaque next_key pagination, gov v1/v1beta1 fallback, big-int amounts kept as strings.

Point at ANY OASIS CSAF 2.0 / VEX provider or aggregator (Red Hat, Siemens, BSI/CERT-Bund, Cisco...) and pull structured security advisories. Handles both ROLIE feeds and directory distributions; flattens each doc to advisory x vulnerability x product with CVSS and remediation.

Point at ANY OGC CSW 2.0.2 catalog (GeoNetwork, pycsw, ESRI Geoportal — the metadata backbone of national/EU/city SDIs) and get flat Dublin Core rows: identifier, title, type, subject, format, date, abstract, bounding box + lossless raw XML. Handles GeoNetwork's POST-only quirk. Pay per record.

Point at ANY GBIF IPT host (ipt.gbif.org, VertNet, iDigBio, Canadensys, INBO...) and extract biodiversity data. Lists the dataset catalog, or streams a Darwin Core Archive into flat occurrence/taxon/event rows. Parses meta.xml authoritatively. Per-IPT runner, not the GBIF central API.

Point at ANY DataONE member node or the coordinating node (KNB, Arctic, ESS-DIVE, PANGAEA, TDAR) and extract structured rows: search 1.6M+ research datasets (title/author/coverage), list the ~85-node federation registry, or dump a node's object holdings.

Point at ANY DCAT / Project-Open-Data data.json (energy.gov, NASA, CDC & 100s of gov portals) and harvest every dataset's metadata — title, publisher, contact, accessLevel, landing page, downloads + full distribution[] + raw. Streams even huge feeds. Pay per dataset.

Point at ANY Decidim instance and extract participatory-democracy data over its public GraphQL API. Modes: participatory processes, assemblies, proposals, results, meetings. One flat row per object, translated-text fallback, Relay pagination.

Point at ANY DICOMweb QIDO-RS server (Orthanc, dcm4chee, Google Healthcare, DICOMcloud) and query medical-imaging metadata at study, series or instance level. Decodes DICOM-tag JSON to clean fields, keeps the raw tags. Metadata only, no pixels.

Point at ANY Distributed Text Services (DTS) endpoint — DraCor, Perseids, DoTS and the TEI text-corpus world — and extract it: browse the collection tree, list a text's citeable references, or fetch the TEI/XML of any passage. One actor for digital-humanities texts.

Point at ANY ESGF federation node (LLNL, DKRZ, IPSL...) and harvest climate-model dataset/file records via the Search API. Facet-filter by project, model, experiment, variable, frequency. Modes: search, facets, wget file listing.

Point at ANY Friendica instance and extract its statistics.json (server metadata + the services bridge-map of which networks the node bridges, flattened to columns) or its public /api/v1/directory member roster. Offset-paginated. Seeded on libranet.de, venera.social, pirati.ca.

Point at ANY GA4GH TRS v2 registry (Dockstore, WorkflowHub) and pull tools, workflows, tool classes, versions and CWL/WDL/NFL/GALAXY descriptors into clean flat rows. Auto-pages via next_page, round-trips %2F tool ids, surfaces each version's descriptor types. Pay per tool.

Point at any Gitea or Forgejo instance (Codeberg, gitea.com, self-hosted) and get one structured row per repository: stars, forks, language, topics, license, issues/PR counts, timestamps and more.

Point at ANY GTFS-static feed URL (BART, MBTA, and thousands of transit agencies worldwide — one global standard) and get flat dataset rows: agency, stops, routes, trips, calendar, stop_times and more. Discovery mode lists a feed's tables. Pay per record.

Point at any self-hosted Harbor container registry and extract its public projects, repositories, image artifacts (with vulnerability-scan severity) and instance fingerprint via the open /api/v2.0 REST API. One actor, any Harbor — no per-host scraper.

Point at ANY IIIF manifest or collection (Wellcome, Bodleian, Harvard, Library of Congress and thousands more) and get flat metadata rows: label, description, metadata pairs, rights, thumbnail, canvas count, plus per-canvas image info. Handles IIIF Presentation API 2.x and 3.x. Pay per manifest.

Point at ANY IVOA Simple Cone Search service (VizieR, HEASARC, GAVO, IRSA, NOIRLab and thousands of observatory catalogs) and pull every catalog source within a sky circle: give RA, Dec and a radius, get one row per object. One actor, the whole Virtual Observatory.

Point at ANY IVOA Simple Image Access (SIA) service — IRSA, SkyView, GAVO, HEASARC, ESO, CADC and thousands of observatory image archives — and list every astronomical image over a sky region: give RA, Dec and a size, get one row per image with its access URL. One actor for the Virtual Observatory.

Point at ANY IVOA Simple Spectral Access (SSA) service — ESO, GAVO and observatory spectral archives — and list every astronomical spectrum over a sky region: give RA, Dec and a size, get one row per spectrum with its access URL. One actor for the Virtual Observatory.