Catalog · mirror
REA → AgentEnv environments
This catalog mirrors REA-built AgentEnv replay environments published on Hugging Face by earakely-scale (Scale Labs). Each dataset env turns an authorized browser or API session into MCP tools plus retrieval tasks with published model baselines. rea.run is a community teaching mirror — not affiliated with Scale — and does not host parquet/HAR files or the RL runtime.
- Capture with REA → publish as HF dataset → practice as AgentEnv MCP tools.
- Numbers (tools, tasks, baselines, license, version) are cited from the HF note / catalog snapshot.
- Use the table filters by category; open HF for the authoritative files.
50 dataset environments (+ start-here Space) in this snapshot · 51 catalog rows.
HF collection ↗ HF Space gallery ↗ Introducing AgentEnv What is AgentEnv + REA?
FAQ
- What is a dataset environment?
- A Hugging Face dataset that packages a REA-recorded app or API session as an AgentEnv replay environment: MCP tools, retrieval tasks, and published baselines. Numbers on this site are cited from the HF note / catalog snapshot — parquet and HAR stay on HF.
- Why do “Open” links go to Hugging Face?
- rea.run is a teaching mirror catalog. Large capture files and the AgentEnv runtime live on Hugging Face / Scale AgentEnv. We deep-link out so you always get the authoritative dataset.
- Is this an official Scale product page?
- No. Environments are recorded and published on HF by earakely-scale (Scale Labs) using REA. rea.run is an independent community mirror — not affiliated with Scale Labs. Primary on-site explainer: Introducing AgentEnv.
- How do I record my own environment?
- Authorize a target, capture with REA (HAR or capture-browser-scenario), then replay via AgentEnv MCP tools on Scale / HF — not on rea.run. See the checklist on this page and the install guide.
- Do you host parquet, HAR, or the RL runtime?
- No. Pages never ship parquet/HAR. Training and eval run on AgentEnv + Hugging Face. See the hosting FAQ.
More: Hosting FAQ · Introducing AgentEnv
Authorized replay checklist
- 1
Authorize the target (own / OSS / written permission / approved lab).
- 2
Capture the browser session with REA (HAR or capture-browser-scenario).
- 3
Replay as AgentEnv MCP tools on Scale AgentEnv / the HF space — not on rea.run.
Authorized use only. Legal boundary · Compliance
Browse by category
51 entries · filter client-side
| Environment | Category | Tools / tasks | Baselines | License | HF |
|---|---|---|---|---|---|
| REA Environments on AgentEnv Space 50 replay environments REA built from app sessions | Start here / Other | — / — | — | — | Open ↗ |
| GiteaEnv-REA Git hosting, issues and code review | Developer & infrastructure | 77 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 11/12 | MIT | Open ↗ |
| GrafanaEnv-REA Observability dashboards, alerting and data sources | Developer & infrastructure | 48 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| SentryEnv-REA Error tracking and issue triage (application monitoring) | Developer & infrastructure | 34 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | FSL-1.1-Apache-2.0 | Open ↗ |
| VaultEnv-REA Secrets and identity management (configuration store, policies, identity) | Developer & infrastructure | 43 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | BUSL-1.1 | Open ↗ |
| NomadEnv-REA Workload orchestration (cluster scheduler) | Developer & infrastructure | 39 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | BUSL-1.1 | Open ↗ |
| RedpandaConsoleEnv-REA Event streaming (Kafka-compatible topics, consumer groups and schema registry) | Developer & infrastructure | 37 / 8 | gpt-oss-120b 8/8 · GLM-5.3-Flash 8/8 | BSL-1.1 | Open ↗ |
| AirbyteEnv-REA Data integration pipelines (ELT connectors, connections and sync jobs) | Developer & infrastructure | 25 / 11 | gpt-oss-120b 11/11 · GLM-5.3-Flash 11/11 | Elastic License 2.0 (ELv2) | Open ↗ |
| N8nEnv-REA Workflow automation | Developer & infrastructure | 30 / 9 | gpt-oss-120b 9/9 · GLM-5.3-Flash 9/9 | Sustainable Use License 1.0 | Open ↗ |
| KeycloakEnv-REA Identity and access management (IAM) | Developer & infrastructure | 40 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | Apache-2.0 | Open ↗ |
| HealthchecksEnv-REA Cron job and heartbeat monitoring | Developer & infrastructure | 18 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | BSD-3-Clause | Open ↗ |
| MailpitEnv-REA Email testing (SMTP capture and web mailbox) | Developer & infrastructure | 15 / 11 | gpt-oss-120b 11/11 · GLM-5.3-Flash 11/11 | MIT | Open ↗ |
| NetBoxEnv-REA Network source of truth (DCIM and IPAM) | Developer & infrastructure | 42 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | Apache-2.0 | Open ↗ |
| PocketBaseEnv-REA Backend-as-a-service database and admin dashboard | Developer & infrastructure | 25 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| MetabaseEnv-REA Business intelligence and dashboards | Data & analytics | 42 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| UmamiEnv-REA Privacy-focused web analytics | Data & analytics | 49 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| NocoDBEnv-REA No-code databases (spreadsheet-style tables) | Data & analytics | 28 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| BaserowEnv-REA No-code databases (spreadsheet-style tables) | Data & analytics | 31 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| GristEnv-REA Spreadsheet-database (workspaces, documents, tables, records) | Data & analytics | 31 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | Apache-2.0 | Open ↗ |
| DirectusEnv-REA Headless CMS and data platform | Data & analytics | 43 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | BSL-1.1 | Open ↗ |
| MattermostEnv-REA Team chat (channels, posts, teams) | Work & publishing | 37 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | Team Edition, MIT-licensed server core | Open ↗ |
| GhostEnv-REA Publishing and newsletters (CMS) | Work & publishing | 36 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| BookStackEnv-REA Team wiki and documentation (shelves, books, chapters, pages) | Work & publishing | 31 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| ListmonkEnv-REA Newsletters and mailing lists | Work & publishing | 29 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| VikunjaEnv-REA Task and project management (to-do lists, kanban) | Work & publishing | 28 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0-or-later | Open ↗ |
| EspoCRMEnv-REA Customer relationship management (CRM) | Work & publishing | 88 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| PaperlessNgxEnv-REA Document management and archiving | Work & publishing | 41 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | GPL-3.0 | Open ↗ |
| MemosEnv-REA Note-taking and microblogging (memos) | Work & publishing | 26 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| LinkdingEnv-REA Self-hosted bookmark manager | Work & publishing | 23 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| ShlinkEnv-REA URL shortening and visit analytics | Work & publishing | 17 / 7 | gpt-oss-120b 7/7 · GLM-5.3-Flash 7/7 | MIT | Open ↗ |
| MinifluxEnv-REA Feed reader (RSS and Atom) | Work & publishing | 22 / 7 | gpt-oss-120b 7/7 · GLM-5.3-Flash 7/7 | Apache-2.0 | Open ↗ |
| WordPressEnv-REA Blogging and content management (CMS) | Work & publishing | 21 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | GPL-2.0-or-later | Open ↗ |
| PhotoPrismEnv-REA Photo library and media management | Photos & media | 13 / 10 | gpt-oss-120b 10/10 · GLM-5.3-Flash 10/10 | AGPL-3.0 | Open ↗ |
| LycheeEnv-REA Photo management (self-hosted photo gallery) | Photos & media | 15 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| PinryEnv-REA Visual pin boards (tiling image bookmarks with boards and tags) | Photos & media | 12 / 6 | gpt-oss-120b 6/6 · GLM-5.3-Flash 6/6 | BSD-2-Clause | Open ↗ |
| ImmichEnv-REA Self-hosted photo and video library | Photos & media | 45 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| JellyfinEnv-REA Media server and personal media library | Photos & media | 34 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | GPL-2.0 | Open ↗ |
| NavidromeEnv-REA Self-hosted music streaming server | Photos & media | 25 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | GPL-3.0 | Open ↗ |
| KomgaEnv-REA Comics and ebook library server | Photos & media | 42 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 11/12 | MIT | Open ↗ |
| SonarrEnv-REA TV library management (profiles, custom formats, tags, connections) | Photos & media | 48 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | GPL-3.0 | Open ↗ |
| HomeboxEnv-REA Home inventory and asset tracking | Home | 28 / 10 | gpt-oss-120b 10/10 · GLM-5.3-Flash 10/10 | AGPL-3.0 | Open ↗ |
| GrocyEnv-REA Household groceries, stock and chores (ERP) | Home | 45 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | MIT | Open ↗ |
| MealieEnv-REA Recipe management and meal planning | Home | 39 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 | Open ↗ |
| TandoorRecipesEnv-REA Recipe management and meal planning | Home | 36 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | AGPL-3.0 with Commons Clause | Open ↗ |
| ArticCollectionEnv-REA Art museum collection (artworks, artists, galleries, exhibitions) | Public data APIs | 11 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | CC0 1.0 (collection data) | Open ↗ |
| LocPhotosEnv-REA Historical photograph collections (public API) | Public data APIs | 11 / 12 | gpt-oss-120b 11/12 · GLM-5.3-Flash 12/12 | U.S. public domain | Open ↗ |
| OpenFdaEnv-REA Drug, device and food recalls, drug product listings and device classifications (U.S. government public API) | Public data APIs | 9 / 12 | gpt-oss-120b 12/12 · GLM-5.3-Flash 12/12 | U.S. public domain | Open ↗ |
| UsgsEarthquakesEnv-REA Earthquake catalog and real-time seismic event feeds (geoscience) | Public data APIs | 10 / 7 | gpt-oss-120b 7/7 · GLM-5.3-Flash 7/7 | U.S. public domain | Open ↗ |
| NoaaTidesEnv-REA Coastal water levels, tide predictions and tide-station metadata (public data API) | Public data APIs | 12 / 9 | gpt-oss-120b 9/9 · GLM-5.3-Flash 9/9 | U.S. public domain | Open ↗ |
| FederalRegisterEnv-REA U.S. federal rules, proposed rules, notices and presidential documents | Public data APIs | 10 / 10 | gpt-oss-120b 9/10 · GLM-5.3-Flash 9/10 | U.S. public domain | Open ↗ |
| TreasuryFiscalDataEnv-REA Federal finance (public debt, exchange rates, Treasury statements, auctions and agency receivables) | Public data APIs | 16 / 12 | gpt-oss-120b 8/12 · GLM-5.3-Flash 12/12 | U.S. public domain | Open ↗ |
Developer & infrastructure
13
Work & publishing
12
Public data APIs
7