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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-flashdeepseek13.4T
  2. 2GLM-5.3-Flashzhipuai/glm-5.3-flashzhipuai10.3T
  3. 3GPT-6 Lunaopenai/gpt-6-lunaopenai6.3T
  4. 4Claude Opus 5.5anthropic/claude-opus-5-5anthropic5.7T
  5. 5Step 5 Previewstepfun/step-5-previewstepfun5.6T
  6. 6GPT-6.1 Solopenai/gpt-6.1-solopenai3.6T
  7. 7GLM-5.3zhipuai/glm-5.3zhipuai3.3T
  8. 8MiMo-V2.6-Flashxiaomi/mimo-v2.6-flashxiaomi3.2T
  9. 9DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek2.8T
  10. 10Claude Haiku 5.5anthropic/claude-haiku-5-5anthropic2.4T
  11. 11Claude Sonnet 5.5anthropic/claude-sonnet-5-5anthropic2T
  12. 12DeepSeek V4 Flashdeepseek/deepseek-v4-flashdeepseek2T
  13. 13Hy3tencent/hy3tencent1.8T
  14. 14GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai1.4T
  15. 15Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle1.4T
  16. 16Qwen3.8 Flashalibaba/qwen3.8-flashalibaba989.9B
  17. 17Kimi K3moonshotai/kimi-k3moonshotai945.9B
  18. 18MiMo-V2.6-Proxiaomi/mimo-v2.6-proxiaomi870.9B
  19. 19GLM-5.2zhipuai/glm-5.2zhipuai807.1B
  20. 20Qwen3.8 27Balibaba/qwen3.8-27balibaba754.1B
  21. 21DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813deepseek624.1B
  22. 22Gemini 3 Flash Previewgoogle/gemini-3-flash-previewgoogle539B
  23. 23MiniMax-M3minimax/MiniMax-M3minimax538.4B
  24. 24DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek482.4B
  25. 25Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litegoogle417B
  26. 26Grok 4.7xai/grok-4.7xai394.5B
  27. 27Qwen3.7 Flashalibaba/qwen3.7-flashalibaba332.7B
  28. 28Claude Sonnet 5anthropic/claude-sonnet-5anthropic311B
  29. 29Gemma 4 26B A4B ITgoogle/gemma-4-26b-a4b-itgoogle294.6B
  30. 30Gemma 4 31B ITgoogle/gemma-4-31b-itgoogle247.8B
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02Agent capabilities

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

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1find-skillsvercel-labs/skills3.7M
2grill-memattpocock/skills1.3M
3grill-with-docsmattpocock/skills1.1M
4improve-codebase-architecturemattpocock/skills1M
5agent-browservercel-labs/agent-browser1M
6tddmattpocock/skills1M
7frontend-designanthropics/skills954.6K
8setup-matt-pocock-skillsmattpocock/skills939.7K
9handoffmattpocock/skills917.8K
10triagemattpocock/skills887.6K
11prototypemattpocock/skills884.3K
12grillingmattpocock/skills834.4K
13hyperframes-cliheygen-com/hyperframes799.5K
14reddit-automationflowkit-labs/skills787.5K
15vercel-react-best-practicesvercel-labs/agent-skills770.7K
16hyperframesheygen-com/hyperframes766.6K
17teachmattpocock/skills754.5K
18domain-modelingmattpocock/skills754.3K
19lark-docopen.feishu.cn745.1K
20lark-baseopen.feishu.cn744.8K
21lark-driveopen.feishu.cn744.7K
22lark-sharedopen.feishu.cn744.3K
23lark-imopen.feishu.cn744K
24lark-approvalopen.feishu.cn743.9K
25lark-calendaropen.feishu.cn743.8K
26lark-sheetsopen.feishu.cn743.6K
27lark-wikiopen.feishu.cn743.4K
28lark-contactopen.feishu.cn743K
29lark-slidesopen.feishu.cn742.8K
30lark-taskopen.feishu.cn742.8K
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03Connected systems

Latest MCP Servers

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

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1Kipra Rent A Carcom.kiprarent/kipra-rent-a-carRemote1.3.02pyscnio.github.ludo-technologies/pyscnPackage1.33.23AZPay Monetize — Sepolia Sandboxbr.com.azpay/monetizeRemote1.0.04Deepniacom.deepnia/deepniaRemote1.0.05Candor UI docscom.themethodic/candorRemote1.9.16Rentamacio.rentamac/macRemote1.0.07HEY Research Labio.github.hey-research-lab/hey-researchHybrid0.3.48MakeIRLio.github.MelMayssonOwen/makeirlRemote0.2.09Clef Music Toolsio.github.MelMayssonOwen/clef-music-toolsRemote1.0.010Besidkacom.besidka/mcpRemote2.1.011Landlord Benchcom.landlordbench/mcpRemote1.0.012Crossmartio.crossmart/crossmartRemote0.1.013Gerro: госзакупки для ИИ / Russian public procurementru.gerro/gerroRemote1.0.014Relayger: AI agent messagingcom.relayger/messagingRemote0.13.2015INWX MCP by usefulapiio.usefulapi/inwxRemote1.0.016Comet Backup MCP by usefulapiio.usefulapi/comet-backupRemote1.0.017flowzapio.github.flowzap-xyz/flowzapHybrid2.2.118Context Memocom.contextmemo/mcpRemote1.0.119Stable Newsai.stablenews/newsRemote1.0.020OrchestKit Docs MCPio.github.yonatangross/orchestkitHybrid10.10.321Formitize MCP by usefulapiio.usefulapi/formitizeRemote1.0.022CISOCLUBru.cisoclub/mcpRemote1.4.123Sidehandio.github.Blue-B/sidehandPackage0.5.124contract-compassapp.sallim/contract-compassRemote1.85.825AdLoopcom.getadloop/adloopHybrid0.38.426NexusAndroidio.github.pironjulien/nexus-androidPackage0.25.227HowdyGocom.howdygo/mcpRemote0.1.128apache-flink-mcp-serverio.github.Ashfaqbs/apache-flink-mcp-serverMetadata only1.0.029Greenlitio.github.priberry-data/greenlitlabPackage0.1.130pico-bayio.github.ctrlpi/pico-bayPackage0.9.34
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04Stories & field notes

Ideas for an AI-native world.

Reporting, practical guides, and independent perspectives from the OpenAI Suite community.

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A Paper Bird Takes Flight in a Seedance Prototype
AI6 min read

A Paper Bird Takes Flight in a Seedance Prototype

A blue paper bird lifts from the desk and drifts toward the window, turning a simple sketch into a quiet cinematic idea.

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Guides11 min read

Phantom Blade Zero Combat Explained: How to Read Action Game Reviews Before You Buy

How Phantom Blade Zero’s Sha-Chi, color cues and difficulty modes work, and what to check in any action game review before you buy.

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Phantom Blade Zero Combat Explained: How to Read Action Game Reviews Before You Buy
Machines15 min read

AI Made Fake Payment Screenshots Cheap: How P2P Crypto Traders Verify Money Arrived

Fake payment screenshots now take seconds to make with AI. Here is how P2P crypto sellers confirm real money arrived before releasing crypto.

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AI Made Fake Payment Screenshots Cheap: How P2P Crypto Traders Verify Money Arrived
AI27 min read

How AI Powers Dating App Algorithms, Random Video Chat and Chat Roulette Safety

Swipes, face scans and frame-by-frame nudity filters: how AI decides who you meet on dating apps and random video chat, and where it still fails.

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How AI Powers Dating App Algorithms, Random Video Chat and Chat Roulette Safety
Productivity24 min read

Datacenter Proxies for AI Web Scraping: When to Use Them vs Residential Proxies

Most AI scraping runs fine on datacenter IPs. Learn which targets justify residential proxies and how to price every usable page you collect.

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Datacenter Proxies for AI Web Scraping: When to Use Them vs Residential Proxies