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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 FaceAnijar/dataset-inteli-mergedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-inteli7Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-pinkball-basket3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-v-8Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-v-9Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-v-99Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-v-mergedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-varanda-V02Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-varanda-mergedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/dataset-varandaV2-1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnijar/eval_inferencing-pink4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnilReddyton/summarizer-finetuneUpstream dataset ↗Healthcare
Domain specific
bsd-3-clauseWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnilShah/legal-pointcloud-text25Upstream dataset ↗Legal
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnimas1024/MarineEvalUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnimesh-null/HiddenMass-50KUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnimeshShaw/GenIaC-SecBenchUpstream dataset ↗Security
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnindita1979/Phantom_Hallucination_DetectionUpstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnirbanSaha/health-misinformation-reddit-datasetUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh3390/gov_myschemeUpstream dataset ↗Legal
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/reddit_dataset_122Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/reddit_dataset_178Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/reddit_dataset_7Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/x_dataset_122Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/x_dataset_178Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddh79012/x_dataset_7Upstream dataset ↗Policy Compliance Instruction Following
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddhaAI/scm-sqlUpstream dataset ↗Finance Accounting Erp
Domain specific
cc-by-sa-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruddhaAtre/so101_simUpstream dataset ↗Manufacturing Engineering Design
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnirudhKanthamraju/hackathon_dataset1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniruth-11/libero_converted_to_lerobot_baseUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnishanks/optical-network-dataUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAniskhan29/harmbench_behaviorsUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnitrovic/openwateratlas-spots-climate-species-routesUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnju405712/AuraShield_Vulnerable_Code_SnippetsUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnkGhosh/target-brazil-sql-projectUpstream dataset ↗Data Engineering Analytics
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnkitAI/fable-5-traces-sft-chatmlUpstream dataset ↗Scientific Research
MCP / tool useDomain specific
agpl-3.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnkitAI/parable-corpus-v2Upstream dataset ↗Scientific Research
Domain specific
agpl-3.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnkitAI/product-reviews-sentimentUpstream dataset ↗Customer Workplace Agents
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnlorla/push_block_dual_lerobot30Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnlorla/push_block_lerobot30Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnlorla/sweep2E_dualarm_v3_lerobot30Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnlorla/sweep2E_lerobot30Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnlorla/sweep_to_CE_2_binmask_nolanguage_lerobot30Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnnNaserNabil/BENI_v1_0_A_Harmonised_Bangla_News_Dataset_for_Economic_Narrative_MeasurementUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnna4242/tool-n1-sft-unique-splitsUpstream dataset ↗Reasoning Knowledge Qa
MCP / tool use
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnna4242/tool-n1-sft-unique-train-evalUpstream dataset ↗Reasoning Knowledge Qa
MCP / tool use
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnne-Charlotte/anne-charlotte-movesUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnne-Charlotte/comptines-frUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnne-Charlotte/famous-quotesUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnne-Charlotte/musicUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAnne-Charlotte/new-emotionsUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built