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-flashdeepseek20.8T
  2. 2GLM-5.3-Flashzhipuai/glm-5.3-flashzhipuai13.3T
  3. 3Hy4 previewtencent/hy4-previewtencent9T
  4. 4GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai8.5T
  5. 5DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek7.6T
  6. 6MiMo-V2.6-Flashxiaomi/mimo-v2.6-flashxiaomi6.9T
  7. 7GPT-6 Lunaopenai/gpt-6-lunaopenai3.7T
  8. 8DeepSeek V4 Flashdeepseek/deepseek-v4-flashdeepseek3.3T
  9. 9GLM-5.3zhipuai/glm-5.3zhipuai2.7T
  10. 10Hy3tencent/hy3tencent2.5T
  11. 11Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle2.1T
  12. 12MiMo-V2.5xiaomi/mimo-v2.5xiaomi2T
  13. 13GPT-5.6 Solopenai/gpt-5.6-solopenai1.7T
  14. 14Claude Sonnet 5anthropic/claude-sonnet-5anthropic1.5T
  15. 15GLM-5.2zhipuai/glm-5.2zhipuai1.4T
  16. 16Kimi K3moonshotai/kimi-k3moonshotai1.4T
  17. 17Claude Opus 5.5anthropic/claude-opus-5-5anthropic1.4T
  18. 18MiniMax-M3minimax/MiniMax-M3minimax1.3T
  19. 19MiMo-V2.6-Proxiaomi/mimo-v2.6-proxiaomi1.2T
  20. 20DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813deepseek993.9B
  21. 21GPT-6 Solopenai/gpt-6-solopenai991.6B
  22. 22GPT-6 Astraopenai/gpt-6-astraopenai984.3B
  23. 23Claude Opus 5anthropic/claude-opus-5anthropic820.7B
  24. 24Gemini 3 Flash Previewgoogle/gemini-3-flash-previewgoogle782.9B
  25. 25DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek738.4B
  26. 26Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-litegoogle705.8B
  27. 27GPT OSS 120Bopenai/gpt-oss-120bopenai625.1B
  28. 28Claude Fable 5.1anthropic/claude-fable-5-1anthropic616.1B
  29. 29Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litegoogle531.4B
  30. 30Muse Spark 1.3meta/muse-spark-1.3meta516.7B
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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/skills981.3K
6agent-browservercel-labs/agent-browser970.4K
7frontend-designanthropics/skills933.1K
8setup-matt-pocock-skillsmattpocock/skills906.5K
9handoffmattpocock/skills884.7K
10triagemattpocock/skills855.6K
11prototypemattpocock/skills853.8K
12grillingmattpocock/skills794.5K
13vercel-react-best-practicesvercel-labs/agent-skills752.7K
14lark-docopen.feishu.cn735.7K
15lark-baseopen.feishu.cn735.4K
16lark-driveopen.feishu.cn735.3K
17lark-sharedopen.feishu.cn734.9K
18lark-imopen.feishu.cn734.7K
19lark-approvalopen.feishu.cn734.6K
20lark-calendaropen.feishu.cn734.5K
21lark-sheetsopen.feishu.cn734.3K
22lark-wikiopen.feishu.cn734K
23lark-contactopen.feishu.cn733.7K
24lark-slidesopen.feishu.cn733.5K
25lark-taskopen.feishu.cn733.5K
26lark-mailopen.feishu.cn733.4K
27lark-eventopen.feishu.cn733.3K
28lark-whiteboardopen.feishu.cn733.3K
29lark-minutesopen.feishu.cn733.2K
30lark-attendanceopen.feishu.cn733.1K
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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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AI12 min read

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

Benchmarks won’t tell you which AI assistant fits your work. This 2-hour test compares ChatGPT, Claude and Gemini on the tasks you actually do.

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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