The Community for AI Builders

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A living community for the people, capabilities, and connected systems behind modern AI products.

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01Model adoption

Models ranked by recorded token usage on OpenRouter over the last seven days.

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  1. 1DeepSeek V4.1 Flashdeepseek/deepseek-v4.1-flashdeepseek19.6T
  2. 2GLM-5.3-Flashzhipuai/glm-5.3-flashzhipuai16.3T
  3. 3Hy4 previewtencent/hy4-previewtencent9.6T
  4. 4GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai8.6T
  5. 5DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek7.8T
  6. 6MiMo-V2.6-Flashxiaomi/mimo-v2.6-flashxiaomi5.5T
  7. 7DeepSeek V4 Flashdeepseek/deepseek-v4-flashdeepseek3.4T
  8. 8GPT-6 Lunaopenai/gpt-6-lunaopenai2.9T
  9. 9GLM-5.3zhipuai/glm-5.3zhipuai2.8T
  10. 10MiMo-V2.5xiaomi/mimo-v2.5xiaomi2.8T
  11. 11Hy3tencent/hy3tencent2.6T
  12. 12Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle2.2T
  13. 13GPT-5.6 Solopenai/gpt-5.6-solopenai1.7T
  14. 14GLM-5.2zhipuai/glm-5.2zhipuai1.5T
  15. 15Claude Sonnet 5anthropic/claude-sonnet-5anthropic1.5T
  16. 16Kimi K3moonshotai/kimi-k3moonshotai1.4T
  17. 17MiniMax-M3minimax/MiniMax-M3minimax1.4T
  18. 18MiMo-V2.6-Proxiaomi/mimo-v2.6-proxiaomi1.1T
  19. 19Claude Opus 5.5anthropic/claude-opus-5-5anthropic1.1T
  20. 20GPT-6 Astraopenai/gpt-6-astraopenai1T
  21. 21DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813deepseek1T
  22. 22Claude Opus 5anthropic/claude-opus-5anthropic915.6B
  23. 23Gemini 3 Flash Previewgoogle/gemini-3-flash-previewgoogle789.4B
  24. 24GPT-6 Solopenai/gpt-6-solopenai755.3B
  25. 25DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek745.6B
  26. 26Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-litegoogle696.8B
  27. 27GPT OSS 120Bopenai/gpt-oss-120bopenai631.5B
  28. 28Claude Fable 5.1anthropic/claude-fable-5-1anthropic617.9B
  29. 29Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litegoogle528.3B
  30. 30Muse Spark 1.3meta/muse-spark-1.3meta521.9B
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02Agent capabilities

Reusable capabilities shaping how agents are built, ranked by community adoption.

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1find-skillsvercel-labs/skills3.6M
2grill-memattpocock/skills1.2M
3grill-with-docsmattpocock/skills1.1M
4improve-codebase-architecturemattpocock/skills1M
5tddmattpocock/skills975.3K
6agent-browservercel-labs/agent-browser960K
7frontend-designanthropics/skills929.7K
8setup-matt-pocock-skillsmattpocock/skills900.9K
9handoffmattpocock/skills878.5K
10triagemattpocock/skills850.2K
11prototypemattpocock/skills848.3K
12grillingmattpocock/skills787.2K
13vercel-react-best-practicesvercel-labs/agent-skills749K
14lark-docopen.feishu.cn732.5K
15lark-baseopen.feishu.cn732.2K
16lark-driveopen.feishu.cn732K
17lark-sharedopen.feishu.cn731.7K
18lark-imopen.feishu.cn731.4K
19lark-approvalopen.feishu.cn731.3K
20lark-calendaropen.feishu.cn731.2K
21lark-sheetsopen.feishu.cn731K
22lark-wikiopen.feishu.cn730.8K
23lark-contactopen.feishu.cn730.5K
24lark-slidesopen.feishu.cn730.2K
25lark-taskopen.feishu.cn730.2K
26lark-mailopen.feishu.cn730.2K
27lark-eventopen.feishu.cn730.1K
28lark-whiteboardopen.feishu.cn730.1K
29lark-minutesopen.feishu.cn730K
30lark-attendanceopen.feishu.cn729.9K
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03Connected systems

Latest MCP Servers

Fresh connections for agents, kept current and ready to inspect.

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1Task Checkpointio.github.qddfxp/task-checkpoint-mcpPackage0.1.62FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPTio.github.foundrole/jobs-mcp-proxyHybrid1.1.143parlament-mcpio.github.malkreide/parlament-mcpPackage0.4.04Fieldproxyio.github.Fieldproxy/fieldproxy-mcpRemote1.0.05ibanchecker-mcpio.github.koraykoylu/ibanchecker-mcpHybrid1.4.06Dogechaincom.dogechain/dogechainRemote1.0.07Vectelos Dutycom.vectelos/dutyRemote0.4.08amadeus-agent-intelligenceio.github.Christianwieprecht/amadeus-agent-intelligenceRemote1.8.19seo-webmaster-mcpio.github.JvnnDev/seo-webmaster-mcpPackage0.3.110VibeViewio.github.vibeview/vibeviewPackage0.32.011sbb-opendata-mcpio.github.malkreide/sbb-opendata-mcpPackage0.4.012Timesheetio.github.timesheetIO/timesheet-mcpHybrid2.0.113register-mcpio.github.malkreide/register-mcpPackage0.7.014ChronoKeyio.github.Dyln01/chronokeyRemote2.0.015korea-realtyapp.sallim/korea-realtyRemote0.94.016thai-legalth.in.legaltech/thai-legalRemote2.40.017wortwertio.github.thomas0369/wortwertRemote9.351.018HeyLead — AI agent for LinkedIn outreachio.github.D4umak/heyleadHybrid0.10.40519MobileValidatecom.mobilevalidate/mcpHybrid1.2.020Livermoreio.github.AAAZZZR/livermoreRemote1.1.021Palaceio.github.AncientiCe/palace-rsPackage0.15.022GolfCoreorg.golfcore/golfcoreRemote1.1.023anythingmcpio.github.HelpCode-ai/anythingmcpMetadata only0.14.024Filloio.github.jacobfunch/usefilloHybrid0.8.025DataSinkingio.github.heubme2020/datasinkingHybrid0.2.1326VPS Guardianio.github.murzirius/vps-guardian-mcpPackage0.32.127Kinai.kinlab/kinPackage0.8.128ztdsio.github.moxno/ztdsPackage1.0.029Manifoldio.github.nonchan7720/manifoldPackage1.16.030Basecoat UI MCPio.github.zygiu-zygis/basecoat-ui-mcpPackage1.0.3
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04Stories & field notes

Ideas for an AI-native world.

Reporting, practical guides, and independent perspectives from the Artificial Atlas community.

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The AI Productivity Stack: Tools for Better Focus, Planning and Deep Work 
Productivity7 min read

The AI Productivity Stack: Tools for Better Focus, Planning and Deep Work 

Build an AI productivity stack that improves planning, research, writing, focus, and deep work without making your workflow messy.

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AI4 min read

How to Evaluate an AI Assistant for Writing, Research and Everyday Tasks

Test AI assistants on your own tasks and compare accuracy, instruction following, editing effort, privacy and cost.

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How to Evaluate an AI Assistant for Writing, Research and Everyday Tasks
AI18 min read

Shadow AI Policy Framework: How to Detect & Block Unauthorized AI Tools

Employees are already using AI tools you never approved. Learn how to detect shadow AI, block risky tools, and keep your teams productive.

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Shadow AI Policy Framework: How to Detect & Block Unauthorized AI Tools
Guides12 min read

Warzone Cronus Zen Scripts in 2026: Ban Risk, Detection and What to Check

Activision now classes Cronus Zen as a cheating tool. Here is what RICOCHET detects in Warzone, and what that means before you buy a script.

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Warzone Cronus Zen Scripts in 2026: Ban Risk, Detection and What to Check
Creativity27 min read

Prompt Engineering for Web Design: How to Build Custom Sites with Generative AI

Why AI websites all look the same, and the five-part brief plus 12 copy-paste prompts that get you a site built for one specific business.

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Prompt Engineering for Web Design: How to Build Custom Sites with Generative AI