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The rankings answer what is winning. This page answers what to try. Every sleeve links to the same evidence page, and every number names the metric it came from.
417 VERIFIED TOOLSEdition 2026-08-03
Winner Today
find-skills
by vercel-labs/skills
Largest verified install gain in the edition. Since the 2026-08-02 UTC snapshot.
14K new verified installsTrust pending
Open the evidenceStart from the work, not the tool
Browse by job
Curated combinations, not single tools
Stacks to build with
Each stack lists its components, permissions and setup path.
- Vibecoder Launch StackResearch, build, test, ship, and observe one product loop.6 verified componentsSolo builders and small product teams
- Agentic Research StackSearch broadly, extract evidence, and synthesize with traceable sources.5 verified componentsAnalysts, founders, and content researchers
- Growth Intelligence StackConnect acquisition, product behavior, search demand, and conversion signals.6 verified componentsGrowth teams and technical marketers
- YouTube Production StackResearch a topic, work from transcripts, and create programmatic video.5 verified componentsYouTube creators and video teams
- Reliable Agent StackBuild agent workflows with tests, observability, and security checks.5 verified componentsAI engineers and platform teams
Verified skills.sh installs, all time
Most installed
Edition 2026-08-03
- grill-memattpocock/skills739K verified installsTrust checked
- frontend-designanthropics/skills736K verified installsTrust checked
- grill-with-docsmattpocock/skills628K verified installsTrust checked
- agent-browservercel-labs/agent-browser618K verified installsReview
- improve-codebase-architecturemattpocock/skills605K verified installs
- vercel-react-best-practicesvercel-labs/agent-skills602K verified installs
- tddmattpocock/skills583K verified installs
- ai-video-generation101-skills/skills561K verified installsReview
- ai-image-generation101-skills/skills559K verified installsReview
- ai-avatar-video101-skills/skills559K verified installsReview
- twitter-automation101-skills/skills559K verified installsReview
- remotion-render101-skills/skills543K verified installs
- setup-matt-pocock-skillsmattpocock/skills532K verified installs
Stable maturity with a real published install command
Stable and install ready
Maturity is derived from release cadence and commit recency, not opinion
- AutoGPT Autonomous Agent EngineSignificant-Gravitas1.0K monthly downloads
- yt-dlpyt-dlp19.4M monthly downloads
- Langflowlangflow-ai86K monthly downloads
- LangChainlangchain-ai306.4M monthly downloads
- llama.cppggerganov122K GitHub stars
- Ant Designant-design99K GitHub stars
- MUImui99K GitHub stars
- Playwrightmicrosoft280.3M monthly downloads
- OpenHandsAll-Hands-AI13K monthly downloads
- Apache EChartsapache17.0M monthly downloads
- DoclingDS4SD5.5M monthly downloads
- Scrapyscrapy3.7M monthly downloads
- CrewAI Multi-Agent OrchestratorcrewAIInc57K GitHub stars
- LiteLLMBerriAI661.3M monthly downloads
Freshest repository activity in the catalog
Committed this week
- Umamiumami-software596 monthly downloads
- PostHogPostHog47.6M monthly downloads
- GrowthBookgrowthbook8.1K GitHub stars
- ComfyUIcomfyanonymous93 monthly downloads
- Semgrepsemgrep11 monthly downloads
- OSV-Scannergoogle11K GitHub stars
- Dependabot Coredependabot5.7K GitHub stars
- TruffleHogtrufflesecurity27K GitHub stars
- FFmpegFFmpeg63K GitHub stars
- Superpowersobra309K verified installs
- MCP Reference Serversmodelcontextprotocol590.1M monthly downloads
- OpenHandsAll-Hands-AI13K monthly downloads
- n8nn8n-io199K GitHub stars
- Windmillwindmill-labs805K monthly downloads
55 verified entries
◎ Marketing
- Hugo Fast Static Site CMSgohugoio89K GitHub stars
- Strapi Headless CMSstrapi73K GitHub stars
- Ghost Publishing & Newsletter PlatformTryGhost55K GitHub stars
- Jekyll Static Site Enginejekyll52K GitHub stars
- Mastodon Social Networkmastodon50K GitHub stars
- Huginn Workflow Agentshuginn50K GitHub stars
- Payload Headless CMSpayloadcms2.3M monthly downloads
- Novunovuhq39K GitHub stars
- Umamiumami-software596 monthly downloads
- Directus Open Data Platformdirectus37K GitHub stars
- Chatwootchatwoot35K GitHub stars
- SearXNG Privacy Metasearch Enginesearxng12K monthly downloads
- Postizgitroomhq34K GitHub stars
- Humanizerblader3.4K verified installs
29 verified entries
↗ GTM & Growth
- Twenty CRMtwentyhq54K GitHub stars
- Cal.comcalcom47K GitHub stars
- PostHogPostHog47.6M monthly downloads
- GrapesJSGrapesJS26K GitHub stars
- Dubdubinc24K GitHub stars
- Documensodocumenso14K GitHub stars
- UnleashUnleash14K GitHub stars
- Formbricksformbricks13K GitHub stars
- OpenReplayopenreplay12K GitHub stars
- YOURLSYOURLS12K GitHub stars
- Kuttthedevs-network11K GitHub stars
- Webstudiowebstudio-is8.8K GitHub stars
- Builder.ioBuilderIO8.8K GitHub stars
- GrowthBookgrowthbook8.1K GitHub stars
35 verified entries
✎ Design
- Stable Diffusion WebUIAUTOMATIC1111164K GitHub stars
- Excalidrawexcalidraw1.8M monthly downloads
- ComfyUIcomfyanonymous93 monthly downloads
- shadcn/uishadcn-ui120K GitHub stars
- D3d363.4M monthly downloads
- Ant Designant-design99K GitHub stars
- MUImui99K GitHub stars
- Grafanagrafana76K GitHub stars
- Apache EChartsapache17.0M monthly downloads
- Penpotpenpot58K GitHub stars
- tldrawtldraw50K GitHub stars
- Diagramsmingrammer7.3M monthly downloads
- Swipernolimits4web53 monthly downloads
- Chakra UIchakra-ui41K GitHub stars
41 verified entries
⛨ Security
- sqlmapsqlmapproject38K GitHub stars
- Trivyaquasecurity37K GitHub stars
- Nucleiprojectdiscovery30K GitHub stars
- Gitleaksgitleaks28K GitHub stars
- TruffleHogtrufflesecurity27K GitHub stars
- osqueryosquery23K GitHub stars
- Renovaterenovatebot2.1M monthly downloads
- Wazuhwazuh16K GitHub stars
- Semgrepsemgrep11 monthly downloads
- OWASP ZAPzaproxy16K GitHub stars
- OWASP AmassOWASP15K GitHub stars
- Prowlerprowler-cloud15K GitHub stars
- Subfinderprojectdiscovery14K GitHub stars
- git-secretsawslabs13K GitHub stars
31 verified entries
▶ Video & YouTube
- yt-dlpyt-dlp19.4M monthly downloads
- youtube-dlytdl-org235K monthly downloads
- Whisperopenai4.1M monthly downloads
- OBS Studioobsproject74K GitHub stars
- FFmpegFFmpeg63K GitHub stars
- Remotionremotion-dev55K GitHub stars
- whisper.cppggml-org53K GitHub stars
- Coqui TTScoqui-ai46K GitHub stars
- LosslessCutmifi43K GitHub stars
- Video.jsvideojs40K GitHub stars
- NewPipeTeamNewPipe39K GitHub stars
- mpvmpv-player36K GitHub stars
- Luxiawia00232K GitHub stars
- Facefusionfacefusion29K GitHub stars
32 verified entries
⌘ Development
- Superpowersobra309K verified installs
- Anthropic Skillsanthropics736K verified installs
- Claude Codeanthropics53K verified installs
- Neovimneovim102K GitHub stars
- MCP Reference Serversmodelcontextprotocol590.1M monthly downloads
- Zedzed-industries88K GitHub stars
- OpenHandsAll-Hands-AI13K monthly downloads
- Context7upstash4.0M monthly downloads
- Prettierprettier52K GitHub stars
- Cypresscypress-io51K GitHub stars
- Helixhelix-editor46K GitHub stars
- Jestjestjs45K GitHub stars
- Playwright MCPmicrosoft27.2M monthly downloads
- Continuecontinuedev217 monthly downloads
37 verified entries
⌕ Data & Research
- Firecrawlmendableai160K GitHub stars
- Crawl4AIunclecode1.7M monthly downloads
- Scrapyscrapy3.7M monthly downloads
- Meilisearch Open-Source Enginemeilisearch59K GitHub stars
- Pandas Data Analysis Librarypandas-dev736.1M monthly downloads
- DuckDB Analytical Databaseduckdb40K GitHub stars
- Polars Fast DataFrames Enginepola-rs67.9M monthly downloads
- Selenium WebDriver EngineSeleniumHQ26K monthly downloads
- changedetection.iodgtlmoon25K monthly downloads
- Cheeriocheeriojs30K GitHub stars
- ScrapeGraphAIScrapeGraphAI60K monthly downloads
- Typesense Fast Search Enginetypesense8 monthly downloads
- Colly Fast Go Scraping Frameworkgocolly25K GitHub stars
- Crawleeapify807K monthly downloads
30 verified entries
⑂ Automation
- n8nn8n-io199K GitHub stars
- Langflowlangflow-ai86K monthly downloads
- Difylanggenius151K GitHub stars
- Browser Usebrowser-use89K verified installs
- Puppeteerpuppeteer95K GitHub stars
- Playwrightmicrosoft280.3M monthly downloads
- Microsoft AutoGen Multi-Agent MCPmicrosoft948K monthly downloads
- FlowiseFlowiseAI55K GitHub stars
- Apache Airflowapache46K GitHub stars
- Smolagentshuggingface29K GitHub stars
- Kestrakestra-io28K GitHub stars
- Activepiecesactivepieces24K GitHub stars
- PrefectPrefectHQ12.0M monthly downloads
- Node-REDnode-red23K GitHub stars
38 verified entries
⚡ Token & Cost Optimization
- Ollamaollama178K GitHub stars
- llama.cppggerganov122K GitHub stars
- vLLMvllm-project5.6M monthly downloads
- Headroomheadroomlabs-ai64K GitHub stars
- LiteLLMBerriAI661.3M monthly downloads
- Anthropic Prompt Cachinganthropics51K GitHub stars
- AiderAider-AI813K monthly downloads
- DeepSpeedmicrosoft43K GitHub stars
- FastChatlm-sys45K monthly downloads
- Langfuselangfuse7.1M monthly downloads
- SGLangsgl-project100.4M monthly downloads
- Vercel AI Gatewayvercel45K verified installs
- llamafileMozilla-Ocho25K GitHub stars
- TensorRT-LLMNVIDIA12K monthly downloads
32 verified entries
◆ AI Agents
- AutoGPT Autonomous Agent EngineSignificant-Gravitas1.0K monthly downloads
- LangChainlangchain-ai306.4M monthly downloads
- MetaGPT Multi-Agent Frameworkgeekan70K GitHub stars
- Open InterpreterOpenInterpreter68K GitHub stars
- Cline VS Code Agentcline66K GitHub stars
- CrewAI Multi-Agent OrchestratorcrewAIInc57K GitHub stars
- Goose On-Device Agentblock52K GitHub stars
- LlamaIndexrun-llama7.1M monthly downloads
- Agnoagno-agi42K GitHub stars
- LangGraphlangchain-ai70.1M monthly downloads
- Khojkhoj-ai19K monthly downloads
- ChatDevOpenBMB34K GitHub stars
- Stanford STORM Research Enginestanford-oval2.9K monthly downloads
- GPT Researcherassafelovic87K monthly downloads
31 verified entries
◐ LLM Ops & Observability
- LocalAImudler48K GitHub stars
- Exoexo-explore47K GitHub stars
- MLflowmlflow40.8M monthly downloads
- Promptfoopromptfoo24K GitHub stars
- Opikcomet-ml3.5M monthly downloads
- OpenAI Evalsopenai2.5K monthly downloads
- DeepEvalconfident-ai6.2M monthly downloads
- Outlinesdottxt-ai15K GitHub stars
- Ragasexplodinggradients1.6M monthly downloads
- LM Evaluation HarnessEleutherAI1.5M monthly downloads
- Weights and Biaseswandb11K GitHub stars
- Prompt Flowmicrosoft79K monthly downloads
- PhoenixArize-ai2.2M monthly downloads
- LMDeployInternLM8.0K GitHub stars
26 verified entries
◇ RAG & Knowledge
- RAGFlowinfiniflow363 monthly downloads
- DoclingDS4SD5.5M monthly downloads
- Mem0mem0ai62K GitHub stars
- Milvusmilvus-io45K GitHub stars
- FAISSfacebookresearch16.0M monthly downloads
- MarkerVikParuchuri533K monthly downloads
- GraphRAGmicrosoft35K GitHub stars
- Qdrantqdrant34K GitHub stars
- OpenAI Python SDKopenai31K GitHub stars
- Cogneetopoteretes177K monthly downloads
- Chromachroma-core12.8M monthly downloads
- Haystackdeepset-ai1.0M monthly downloads
- pgvectorpgvector22K GitHub stars
- Sentence TransformersUKPLab29.5M monthly downloads
How to read these shelves
Sleeve art is generated from each entry name so a tool always looks the same. It is decoration and carries no claim about quality, popularity or safety. The numbers under each name state their own source: verified skills.sh installs, monthly package downloads, or GitHub stars. They are never added together.
Placement on this page is editorial browsing, not a recommendation. The daily crown, the trust gate and the reproducible rankings live on Today and Rankings, and the rules behind them are published in the methodology.