| --- |
| license: cc-by-4.0 |
| pretty_name: Blobfish Source Dataset Catalog |
| language: |
| - en |
| tags: |
| - dataset-discovery |
| - mcp |
| - tool-use |
| - metadata |
| configs: |
| - config_name: harbor |
| data_files: |
| - split: inventory |
| path: harbor.jsonl.gz |
| - config_name: huggingface |
| data_files: |
| - split: inventory |
| path: huggingface.jsonl.gz |
| --- |
| |
| # Blobfish Source Dataset Catalog |
|
|
| **This is a metadata inventory, not an executable benchmark or a release of rebuilt worlds.** |
|
|
| Explore [the Blobfish dataset page](https://blobfish.ai/datasets) and |
| [existing executable benchmarks](https://blobfish.ai/benchmarks). |
|
|
| ## Coverage |
|
|
| Exported 2026-09-04T21:50:06+00:00. Harbor: 295 inventory |
| records, including 294 listings in its |
| last complete refresh. Historical listings remain in the inventory. |
| Hugging Face: 1,032,990 unique inspected sources; 1,032,988 |
| were observed through unfiltered creation-order pagination. Pass status: |
| **complete**, 1,033 pages. The |
| remaining rows came from a historical search cache. |
|
|
| The collector follows every public API continuation cursor. This is a rolling |
| traversal, not an atomic snapshot of the platform: sources can be created, |
| renamed, removed, or made private during collection. A complete pass means no |
| continuation cursor remained, not that every source was semantically audited. |
| `in_pagination_pass` distinguishes refreshed metadata from retained cache rows. |
| `manifest.json` contains file counts, SHA-256 digests, observation times, and |
| scan completion state. Unlike the website's bounded preview, these files contain |
| every inspected inventory row. |
|
|
| ## Classification and reuse |
|
|
| - MCP/tool-use and professional-domain labels are heuristic metadata routing |
| signals, not proof that a source exposes runnable MCP tools. |
| - `queued` requires public ungated access, a recognized open license, and MCP |
| or domain relevance. It means candidate status, not a running build job. |
| - Unknown licenses and uncertain relevance remain in review. Restricted, |
| gated, private, or disabled sources are not eligible for automatic reuse. |
| - Blobfish's own sources are marked `first-party` and excluded from duplicate |
| adaptation. Ownership does not itself certify quality. |
| - `related_benchmark` is a domain reference, never evidence that this exact |
| source has been rebuilt. Third-party adaptations remain `not-built`. |
|
|
| Only source identifiers, URLs, metadata facts, and Blobfish-authored annotations |
| are included. No upstream tasks, dataset contents, README prose, or assets are |
| redistributed. CC BY 4.0 applies to Blobfish's original annotations and catalog |
| presentation; it does not replace or grant rights under any upstream license. |
| Verify the pinned source and its terms before reuse. |
|
|
| ## From a candidate to a benchmark |
|
|
| An adaptation requires independently authored tasks and assets, an isolated |
| stateful world with mocked CLI, web, API and MCP surfaces, passing oracle and |
| deterministic replays, rejected negative controls, cross-surface state parity, |
| and source-specific provenance. Publish a frozen website/Hugging Face/Harbor/ |
| GitHub release, then measure models on that release before ranking them. |
|
|
| The existing [HubBench](https://blobfish.ai/benchmarks/hubbench) provides 104 |
| tasks in 13 independently authored domain worlds. It is a separate executable |
| dataset, not a claim of per-row coverage for this inventory. |
|
|
| Collector and tests: [Blobfish dataset factory source](https://github.com/blobfishai/blobfishai/tree/main/benchmark/dataset_factory). |
|
|
