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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-flashdeepseek15.7T
  2. 2GLM-5.3-Flashzhipuai/glm-5.3-flashzhipuai11.9T
  3. 3GPT-6 Lunaopenai/gpt-6-lunaopenai7.7T
  4. 4Claude Opus 5.5anthropic/claude-opus-5-5anthropic7T
  5. 5Step 5 Previewstepfun/step-5-previewstepfun6.6T
  6. 6MiMo-V2.6-Flashxiaomi/mimo-v2.6-flashxiaomi4T
  7. 7GPT-6.1 Solopenai/gpt-6.1-solopenai3.9T
  8. 8GLM-5.3zhipuai/glm-5.3zhipuai3.7T
  9. 9DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek3.3T
  10. 10Claude Haiku 5.5anthropic/claude-haiku-5-5anthropic2.8T
  11. 11Claude Sonnet 5.5anthropic/claude-sonnet-5-5anthropic2.5T
  12. 12DeepSeek V4 Flashdeepseek/deepseek-v4-flashdeepseek2.2T
  13. 13Hy3tencent/hy3tencent2.1T
  14. 14GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai1.8T
  15. 15Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle1.6T
  16. 16Qwen3.8 Flashalibaba/qwen3.8-flashalibaba1.3T
  17. 17Kimi K3moonshotai/kimi-k3moonshotai1.2T
  18. 18MiMo-V2.6-Proxiaomi/mimo-v2.6-proxiaomi970.8B
  19. 19GLM-5.2zhipuai/glm-5.2zhipuai965.8B
  20. 20Qwen3.8 27Balibaba/qwen3.8-27balibaba780.6B
  21. 21DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813deepseek711.7B
  22. 22Gemini 3 Flash Previewgoogle/gemini-3-flash-previewgoogle647.3B
  23. 23MiniMax-M3minimax/MiniMax-M3minimax609.6B
  24. 24Grok 4.7xai/grok-4.7xai580.7B
  25. 25DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek567.4B
  26. 26Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litegoogle441.5B
  27. 27Qwen3.7 Flashalibaba/qwen3.7-flashalibaba363B
  28. 28Gemma 4 26B A4B ITgoogle/gemma-4-26b-a4b-itgoogle335B
  29. 29Gemma 4 31B ITgoogle/gemma-4-31b-itgoogle333.8B
  30. 30Claude Sonnet 5anthropic/claude-sonnet-5anthropic311B
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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
View all skills →
03Connected systems

Latest MCP Servers

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

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1Ragmirio.github.jcode-works/ragmirPackage6.12.02Octofsio.github.Muvon/octofsPackage0.25.13Agent Data Tools: Web, documents and searchio.github.Nutshell2000/agent-data-tools-webRemote1.203.04Agent Data Tools: Speech to text and text to speechio.github.Nutshell2000/agent-data-tools-voiceRemote1.203.05Agent Data Tools: Utilitiesio.github.Nutshell2000/agent-data-tools-utilitiesRemote1.203.06Agent Data Tools: Prices and DeFiio.github.Nutshell2000/agent-data-tools-pricesRemote1.203.07Agent Data Tools: Everyday dataio.github.Nutshell2000/agent-data-tools-everydayRemote1.203.08Agent Data Tools: Documents to textio.github.Nutshell2000/agent-data-tools-documentsRemote1.203.09Agent Data Tools: Company, compliance and checksio.github.Nutshell2000/agent-data-tools-complianceRemote1.203.010Agent Data Tools: Company and VAT checkio.github.Nutshell2000/agent-data-tools-company-checkRemote1.203.011Agent Data Tools: Compact (find, describe, run)io.github.Nutshell2000/agent-data-tools-compactRemote1.203.012Agent Data Tools: Chain dataio.github.Nutshell2000/agent-data-tools-chainRemote1.203.013Agent Data Tools: AIio.github.Nutshell2000/agent-data-tools-aiRemote1.203.014Agent Data Toolsio.github.Nutshell2000/agent-data-toolsHybrid1.203.015Event Horizon — Browser Automationio.github.Boundprogress/event-horizon-subscriptionMetadata only0.27.1-lab.20261109.116OpenDocKitio.github.hyeonsang010716/opendockitPackage0.3.717GridHop GPU Price & Carbon Indexio.github.gridhopai/gpu-price-indexRemote0.5.018電影大師 filmaiai.filmai/filmaiRemote1.18.019Kuickrco.kuickr/kuickrRemote0.1.4320Polish Open Data (unofficial)io.github.JacekSmi/PolishOpenDataPackage1.10.021Fitzapcom.fitzapapps/fitzapRemote0.1.1722SwarmMemocom.swarmmemo/bulletinRemote1.149.023Dodilio.dodil/dodilRemote0.1.9924Agent Roastio.github.Nari-Ab/agent-roastPackage0.26.025FranceStack Tax & Payrollfr.francestack/tax-payrollRemote0.6.026SoloPDFio.github.zhitongblog/solopdfPackage1.1.027Meshinglycom.meshingly/meshinglyPackage0.7.028tinysearchio.github.TinySuiteHQ/tinysearchPackage0.7.029Witnessio.github.wookat/witnessPackage0.6.330korean-special-education-learning-map-mcpio.github.raphysicst-create/korean-special-education-learning-map-mcpPackage0.2.0
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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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Seedance Image to Video: How to Animate a Paper Bird Without Morphing
AI15 min read

Seedance Image to Video: How to Animate a Paper Bird Without Morphing

Make a paper crane fly in Seedance image-to-video without it turning into a real bird: the reference still, prompt, end frame and QA checks.

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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