Curated Finds

Browse a curated public feed of software, models and tools, with source links, access links, requirements, evidence limits and original source-review dates. No search is required. The full public catalogue is available through pages of up to 25 records; optional search and filters help narrow it.

You are buying one catalogue page per run. The linked software and models are provided by their original maintainers. This service does not install or run them.

Browse the feed

Use a paid Apify account. Set a finite maximum run cost that covers the displayed startup and catalog-search charges, then start the Actor with no search or filter input:

{}

When the run succeeds, open Finds to read the records or export them through Apify as CSV or JSON. The same records are also preserved in OUTPUT in the run's key-value store, with the catalogue version, source-review date, evidence basis, total count and pagination. Each record retains all 13 public fields: ID, name, purpose, category, type, platforms, source URL, access URL, stated license label, license URL, requirements, evidence limits and source-review date. Missing source information remains empty.

For the next page, start another run with {"offset":25}, then {"offset":50} and so on until the records are exhausted. Each page is a separate run and charge. Check that the catalogue version matches across pages when collecting the full feed.

Optional search and filters

Leave query, category and platform blank to browse every public record. To narrow the feed, for example, use {"query":"speech","limit":5}.

query accepts up to 200 characters; all meaningful query terms must match. category and platform are optional exact filters, matched without case sensitivity, each accepting up to 100 characters. limit is 1–25 and defaults to 25. offset is 0–10000 and defaults to 0; it skips records in the selected feed or filtered results.

Each run delivers one bounded page under the existing catalog-search event, whether or not search words are supplied. A valid empty page costs the same. Queries are searched as text; they are never opened as URLs or executed. Apify stores input as part of the run; keep it to software-search terms.

Charges and results

Use the prices displayed by Apify before starting. The Actor requires native pay-per-event billing and sufficient remaining run budget. A startup charge can apply to invalid or aborted runs. One confirmed catalog-search charge precedes writing OUTPUT and the same records to the default dataset; the dataset adds no second catalog-search charge. If delivery fails after charging, inspect the existing OUTPUT and contact support with the run ID. An interrupted dataset write can leave partial rows. This Actor does not retry or recharge a previously charged run. Output is capped at 25 records and 512 KiB per run.

The catalogue follows reviewed additions. Its version identifies the snapshot delivered. Individual dates describe source review, which is separate from runtime and accessibility-fit testing; export or build time does not refresh them. Check each result's requirements and evidence limits.

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