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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 FaceAARYA-G/projectUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAARYA-G/record-testUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAARYA-G/record-test2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAARYA-G/record-testlerobot-teleoperateUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAAU-NLP/effective-performance-measurementUpstream dataset ↗Finance Accounting Erp
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAAdevloper/nifty50-market-regimeUpstream dataset ↗Finance Accounting Erp
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceABC-iRobotics/oe_datasetUpstream dataset ↗Manufacturing Engineering Design
Domain specific
gpl-3.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceABCD123XYZ321/medmnist-v2Upstream dataset ↗Healthcare
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceABRR0/car-databaseUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceABTdomain/dksplit-benchmarkUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceACCENTECXAI/national-blue-superintelligenceUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceACICULA/mocap2radarUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceACIDE/user-vlm-bias-benchUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceACLASCollege/READMEUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceACSE-Eval/ACSE-EvalUpstream dataset ↗Security
Domain specific
cc-by-sa-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceACSG-64/CBIS-DDSM-description-correctedUpstream dataset ↗Healthcare
Domain specific
cc-by-3.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAD-Assurance-Lab/winter-driving-datasetUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADAMlam-16/coffee-data_eda-projectUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceADDAMA/boxpickupUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADI2005/spice-circuits-finetune-v3Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADJHD/flightgpt_training_dataUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADKU/ResearchGPT_model_datasetUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADROBOTAI/safetyhelmetUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADSKAILab/Zero-To-CAD-100kUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceADSKAILab/Zero-To-CAD-1mUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/100fieraUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/100fiera2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/SOARM101_mergedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/fiera_mergedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/fiera_merged_no_frontUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAEA-HF/fiera_merged_no_sideUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAETHORIA-AI/complexity-atlas-imagesUpstream dataset ↗Scientific Research
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/brazil-2026-electoral-divergenceUpstream dataset ↗It Operations Observability
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/canada-2025-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/chile-2025-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/colombia-2026-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/france-2024-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/germany-2025-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/india-2024-lok-sabha-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/mexico-2024-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/peru-2026-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/south-korea-2025-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/uk-2024-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/usa-2024-electoral-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0, cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAFOS-Analytics1/usa-2026-midterms-divergenceUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAG-31625874/SemGuard-DatasetUpstream dataset ↗Security
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAG42/record-testUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAG42/reward_classifier_hil_serlUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAGBonnet/augmented-clinical-notesUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAGofficial/TinyLMUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built