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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 FaceAshlot/record-test-2cam-7Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshlot/record-test-2cam-8Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshlot/record-test-2cam-r3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshlot/record-test1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshok080/ASI-Miji-MultimodalUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshraf-CK/sentence-correctionUpstream dataset ↗Legal
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshrafGalibSk/KINETICUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshray27/Medical-Reasoning-SFT-Trinity-MiniUpstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshsinha1/mcp-registry-censusUpstream dataset ↗Unresolved
MCP / tool use
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshtinDonuts/aloha_test4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshtinDonuts/aloha_test6Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshton3/lerobot-alohaUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshu44268/ICDAR2013_OCRUpstream dataset ↗It Operations Observability
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshutosh99/maharashtra-cadastral-tier-aUpstream dataset ↗Manufacturing Engineering Design
Domain specific
odblWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshutoshHug47/code-and-cybersecurity-assistantUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAshwin7/so101_test_20250601_184631Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsianBot-exe/bean_bag_in_container_20260613_160452Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsianBot-exe/golf-in-containerUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsianBot-exe/record-testUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAskel1419/so101_3_cup_no4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAskel1419/so101_3obj_3camUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAskel1419/test_rtx_3_cubeUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAskel1419/test_rtx_pcUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAskel1419/test_with_single_armUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsketla/AIGC_Image_Steganography_DatasetUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsma/UStAIUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAson-jay/fetch-lift-iql-tau07-simUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAson-jay/fetch-lift-iql-tau09-simUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAson-jay/fetch-lift-td3-bc-simUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAson-jay/fetch-x_plus_01cmUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAson-jay/fetch-yaw_060Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsparagus7386/cube_in_bowl_1_20260819_155956Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsparagus7386/test_dataset_20260819_152058Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsparagus7386/test_dataset_20260819_153952Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsparagus7386/test_dataset_20260819_154326Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsparagus7386/training_datasetUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAssassin1298/IGVC-SegmentationUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAssayo/web-research-trajectoriesUpstream dataset ↗Scientific Research
MCP / tool useDomain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAssemblean/mre-benchUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAstr17/Metadata_view_testUpstream dataset ↗Finance Accounting Erp
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAstroAutomata/ThousandWorldsUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAswini123/CSEvalUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsyaShir/biz-talk-opportunitiesUpstream dataset ↗Sales Marketing
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAsyncBuilds/promql-instructUpstream dataset ↗It Operations Observability
Domain specific
cc-by-sa-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAtabaku/so101-pick-and-placeUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAtarogic/ASSEBenchUpstream dataset ↗Security
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAtaur77/ecommerce-customer-supportUpstream dataset ↗Customer Workplace Agents
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAtaur77/medical-custmer-supportUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAteeqq/AI-and-Human-Generated-TextUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging FaceAtereoyin/MSK-Medical-Rehabilitation-Dialogue-AssessmentUpstream dataset ↗Healthcare
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built