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From public datasets
to executable work.

Explore the source catalog behind our benchmarks. Find MCP and domain datasets, inspect their classification evidence, and follow their path to a world with tools, tasks, assets, and trajectories.

Explore source datasets ↓View released benchmarks →
294Current Harbor listings
1,032,990Hugging Face sources inspected
146,818Licensed adaptation candidates

Coverage you can inspect.

Harbor: all 294 public listings observed; historical entries are also retained. Hugging Face: 1,032,988 rows checked through unfiltered pagination, alongside the earlier search inventory. The pagination pass is complete.

Related domain families provide working examples. A separate adaptation has not yet been built for each source row. Public access alone does not establish an open license.

Snapshot 2026-09-04 UTCDownload 5,000-row preview JSON ↗Full inspected inventory on Hugging Face ↗Browse the full Hugging Face catalog ↗

Available now

Inspect a complete benchmark.

HubBench contains 104 published tasks across 13 worlds, with shared state across CLI, website, API, and MCP tools. Its release receipts report 104/104 oracle passes. Current model results and historical pilots are labeled separately.

Leaderboard & qualification →Sample tasks →Assets & environment →Trajectories →Hugging Face ↗Harbor ↗World source on GitHub ↗

Source-specific release / Partial coverage

Arc CRM 6: inspect the adaptation.

Six independent synthetic workflows inspired by the pinned source; not 1,200 converted conversations or upstream API parity.

6/6 local and 6/6 registry Docker oracle passes. These establish solvability, not model performance.

All 6 tasks & assets →Actual reference trajectories →Pinned source assessment →Pinned Hugging Face release ↗Harbor package ↗World source on GitHub ↗

Source inventory

Find the next benchmark.

4,705 matching records

This website snapshot contains 5,000 of 1,033,285 inspected records, with Harbor listings and licensed candidates prioritized. Filters apply to the displayed snapshot.

Source datasets, relevance, license, and adaptation status
DatasetDomain & toolsLicenseAdaptation
Hugging FaceAlexandreSheva/tmdb-revenue-curated-v1Upstream dataset ↗Sales Marketing
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexei-Bucarenko/Pares_1_vinosUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexhenry/chocollect_v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexhenry/chocollect_v3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexhenry/chocollect_v4_asyncUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexhenry/chocollect_v7Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexisbo/record-test-11Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexisbo/record-test-13Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexisbo/record-test-14Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexisbo/record-test-19Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlexisbo/record-test-9Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlezanello/polymarket-arena-captureUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfaxad/eval_act_pnp_50Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfaxad/eval_act_pnp_50v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfaxad/eval_smolvla_pressUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfaxad/lecubesetUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfaxad/press-datasetUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfiechuang/scLightGATUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfonsoLozana/newsUpstream dataset ↗Finance Accounting Erp
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfredPros/smart-contracts-instructionsUpstream dataset ↗Legal
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlfredvc/chess-autocomplete-lichessUpstream dataset ↗Data Engineering Analytics
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlgorithmic-Human-Development-Group/Multilingual-Therapy-DialoguesUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlgorithmicResearchGroup/ArXivDLInstructUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlgorithmicResearchGroup/arxiv_research_codeUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlgorithmicResearchGroup/s2orc_fullUpstream dataset ↗Scientific Research
Domain specific
odc-byWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlhitawiMohammed22/NoraAshHandwrittenUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAli-Bhai/toolace_ragtruth_syntheticUpstream dataset ↗Software Engineering
MCP / tool use
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAli4333/fish-species-catalogUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAli4333/fishing-regulationsUpstream dataset ↗Legal
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliBeydoun/PickCubeTarget-2000Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliBugra/TUR2SQLUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliBugra/TURSpiderUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliDjl/Multi-Turn-Insurance-UnderwritingUpstream dataset ↗Legal
MCP / tool useDomain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliKAgha/ACT_TEST_TWOUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliKAgha/eval_act_pick_white2blackUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliKhoja/so101-demo-50_20260829_234547Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliMaatouk/Tele-DataUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliMaatouk/TelecomTSUpstream dataset ↗It Operations Observability
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliMaatouk/arXiv_TopicsUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliN96/midjourney-prompts-embeddingsUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliRGHZ/Mobile-ActionsUpstream dataset ↗Computer Use Gui
MCP / tool use
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAliRGHZ/mobile-actions-mergedUpstream dataset ↗Unresolved
MCP / tool use
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-AAIG/XGuard-Train-Open-200KUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-AAIG/alibaba-ctfUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120bUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b-LogprobUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-DAMO-Academy/ClinFusion-Eval-DataUpstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlibaba-YuFeng/MMA-SafetyBenchUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlicanKiraz0/All-CVE-Records-Training-DatasetUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1Upstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built