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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 FaceAlpfischer/denemeUpstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaDojo/dojo_fin_indicatorsUpstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaDojo/dojo_forex_klineUpstream dataset ↗Sales Marketing
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaDojo/dojo_main_incomeUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaDojo/dojo_sector_precomputedUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaDojo/dojo_stock_newsUpstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaExaAI/ExaMind-DatasetUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaHacker1729/Aegis-AI-Content-Safety-Dataset-2.0Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaLatitude/llm-iso-benchmarkUpstream dataset ↗Finance Accounting Erp
MCP / tool useDomain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlphaRaven/clinical-trial-engine-dataUpstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlptekinege/KIMI-K2.5-700000xUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlptekinege/cyberstrike-sft-120kUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlptekinege/turkish-court-decisionsUpstream dataset ↗Legal
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlroWilde/olmOCR-mix-1025-PhotorealUpstream dataset ↗Customer Workplace Agents
Domain specific
odc-byWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlsKozlov/legalbench-ruUpstream dataset ↗Legal
MCP / tool useDomain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not builtRelated: counselbench-100 →
Hugging FaceAlshargi/AratoxUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAltaySec/altayduel-transcriptsUpstream dataset ↗Security
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAltaySec/turkish-llm-injectionUpstream dataset ↗Security
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlternacount/simple_bi_arm_datasetUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlternacount/testUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlthnayis/kUpstream dataset ↗Legal
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlucardV/medical-specialty-classificationUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlvaro8gb/enfermedades-wiki-marzo-2024Upstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlvin-LiuJia/medicalo1reasoningSFT0619Upstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlyf12138/phonix-fullUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAm1700/Openai-function-invocations-20k-with-greetingsUpstream dataset ↗Customer Workplace Agents
MCP / tool useDomain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmL-hug/cyberforge-projectsUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmL-hug/cyberforge-teacher-traj-gemma4-31bUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmL-hug/cyberforge-teacher-traj-gpt-5.4-miniUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmaanaush/earnings-call-dataUpstream dataset ↗Finance Accounting Erp
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman-J/OPEN-LBP-RFUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman0026/ArogyaAI-Medical-Instruction-DatasetUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman1132/Team_ArmXUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/Pick_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/Pick_3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/Pick_and_PlaceUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/eval_so100Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/eval_so106Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/follower-record_5Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/main_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/main_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/new_tasUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/new_task_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/new_task_3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/new_task_4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAman229/record_test_5Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmanChandak/stretch_ball_cup_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmanChandak/stretch_manipulation_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmanChandak/stretch_manipulation_wrist-onlyUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAmanChandak/stretch_manipulation_wrist_abs_targets_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built