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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 Face0xmoose0xmoose0xmoose/mobile-actionsUpstream dataset ↗Computer Use Gui
MCP / tool use
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xn0cta/bugbounty-hunter-v1Upstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xnu/uk-cars-passenger-vehicles-motorcyclesUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xnu/uk-hgvUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xnu/uk-psvUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xroyce/PlutusUpstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xroyce/Plutus-v2Upstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xroyce/silent-voice-100kUpstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xrphl/Light-RAG-Marketing-Assets-AgentUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xtoshi/seli-smartcontract-audit-sft-backupUpstream dataset ↗Legal
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xzanuee/Nemotron-RL-instruction_followingUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
odc-byWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xzanuee/RubricHub_v1Upstream dataset ↗Healthcare
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xzanuee/Superior-Reasoning-SFT-gpt-oss-120bUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xzanuee/WaxalNLPUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0, cc-by-sa-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0zAND1z/leapUpstream dataset ↗Finance Accounting Erp
Domain specific
unlicenseWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face1-800-SHARED-TASKS/Sujet-Vision-QAUpstream dataset ↗Finance Accounting Erp
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1-800-SHARED-TASKS/civil_comments_SafetyUpstream dataset ↗Scientific Research
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1-800-SHARED-TASKS/telugu-summarization-generationUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1005xz/InspecSafe-V1Upstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face100suping/Exemplary_QAUpstream dataset ↗Data Engineering Analytics
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face10park/aloha_sim_random_v0Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face10park/aloha_sim_teleop_single_arm_v0Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face10park/aloha_sim_teleop_wasd_v0Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face10park/aloha_sim_transfer_cube_human_v21Upstream dataset ↗Manufacturing Engineering Design
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face10x-engineer/Opus-4.6-Reasoning-3300xUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/AgentAngel_100kUpstream dataset ↗Security
MCP / tool useDomain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not builtRelated: secops →
Hugging Face11-47/AgentAngel_10kUpstream dataset ↗Security
MCP / tool useDomain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not builtRelated: secops →
Hugging Face11-47/AgentAngel_1k_DemoUpstream dataset ↗Security
MCP / tool useDomain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not builtRelated: secops →
Hugging Face11-47/AgentAngel_50kUpstream dataset ↗Security
MCP / tool useDomain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not builtRelated: secops →
Hugging Face11-47/Fable-5-Cursor-TracesUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/GOT_Defense_1Upstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/GOT_Defense_2Upstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/Got_Science_28kUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/Nikola_Tesla_mindstate_25k_datasetUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/Organized_PreTrain_WIUAI_1.3MUpstream dataset ↗Reasoning Knowledge Qa
MCP / tool use
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/Royal_Ghost_Coder_500kUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/codegemma_gemini_pro_32_distilled_25kUpstream dataset ↗It Operations Observability
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/cognitive_science_25kUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/reason_4_god_producer_datasetUpstream dataset ↗Reasoning Knowledge Qa
MCP / tool use
apache-2.0Within reuse policyReady for adaptationSource-specific world not builtRelated: webstudio →
Hugging Face11-47/telewormhole_generators_v3Upstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face11-47/theoretical_sciences_25kUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1145wang/so100_testUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face123123chen/WiseEdit-BenchmarkUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face12345jojozhou/lerobotUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face12345jojozhou/lerobot_deepUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1234KAI123123123123/COIGUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face1234KAI123123123123/fiqaUpstream dataset ↗Healthcare
Domain specific
cc-by-sa-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face123Divyansh/Constitution.-of-India-TXT_FileUpstream dataset ↗Legal
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face123Tapwater/StorySetUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face123Wei123/ball-in-holeUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built