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Every public page of Top 200 Repos in one place, generated from the same route list as the navigation and the XML sitemap.
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Your dashboard of rankings, growth, use cases and video guides.
- Rankings
The 200 most-starred repositories with exact, recorded star counts.
- Growth
Observed star and rank changes between recorded snapshots.
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Source-linked accounts of real work done with AI agents.
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Recently added use cases and ranking changes, by date.
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- Agents
Agents, frameworks and tools, with the jobs people use them for.
- Topics
Broad areas of work and the use cases inside each.
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Narrow tasks phrased as questions, matched to agents and repositories.
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Videos matched to a ranked repository, with the evidence for each match.
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Collections
Use Cases 67
Coding and Code Review 15
- Apply the context engineering lessons from Manus to a long-running agent loop
- Build an app with Replit Agent while keeping production data out of reach
- Build and debug a Godot game with an agent through godot-mcp
- Explore and change a large codebase from the terminal with Gemini CLI
- Hand coding tasks to Cursor cloud agents that open pull requests
- Let an assistant test QA tickets in a browser via Playwright MCP
- Port a Python library to JavaScript with a coding agent
- Rebuild a side project in OpenCode to test provider lock-in
- Review pull requests automatically with Claude in GitHub Actions
- Run coding agents from one self-hosted control centre with OpenHands
- Run parallel Devin sessions on repetitive migrations and test backlogs
- Ship a non-trivial app feature over many short agent sessions
- Trace a disk-filling production bug from core dumps with an agent
- Trial spec-driven development with spec-kit on an existing app
- Turn a feature idea into a spec, plan and tasks before coding
Research and Analysis 7
- Answer technical questions by letting async agents run experiments
- Build a cited Q&A knowledge base over your own documents
- Evolve faster algorithms with AlphaEvolve and automated evaluators
- Let a coding agent run overnight ML training experiments
- Program a robot dog with an AI assistant: Anthropic's Project Fetch experiment
- Run long research tasks with sub-agents in DeerFlow
- Run unattended ML training experiments with autoresearch
Documents and Data Extraction 4
Web Data and Scraping 3
Workflow Automation 9
- Build a self-hosted AI agent workflow with human approval
- Build a support chatbot that answers from your help docs with Dify
- Build a voice agent that answers and places phone calls with Pipecat
- Build an on-call investigation agent from your own alert history
- Fill out repetitive web forms with Skyvern's vision-based browser agent
- Hand CRM updates and follow-up drafts to Grok Bot agents with approval steps
- Qualify inbound sales emails and draft replies for review with Make AI Agents
- Research new business leads and brief your sales team with Zapier Agents
- Try a desktop-operating agent safely in Anthropic's computer use demo container
Content and Media 2
Personal Productivity 16
- Compare products across open tabs with Claude in Chrome, then buy yourself
- Delegate errands to Meta’s Muse, with approval before it sends or buys
- Find a product and buy it inside ChatGPT with Instant Checkout
- Find an open restaurant table with agentic AI Mode in Google Search
- Get automatic briefings before external calls with Lindy Meeting Prep
- Give Claude your Google Calendar and Gmail through a self-run MCP server
- Hand off research and document tasks to the Dispatch agent in Claude Cowork
- Keep a resident desktop agent for research notes and blog work
- Let a self-hosted assistant file email and pre-draft replies with Inbox Zero
- Let an AI agent complete a multi-step task in a real browser
- Let Microsoft Scout prepare meetings and sort out calendar conflicts in Microsoft 365
- Prototype agent checkout with signed user mandates using Google's AP2
- Record and summarise meetings on your own machine with Meetily
- Run a self-hosted personal assistant on a spare Mac
- Shop with an agentic browser without letting web pages give it orders
- Transcribe and translate recordings locally with Whisper
Finance and Admin 3
Security Research 3
Local and Self-Hosted AI 3
Home and Devices 2
Agents and Tools 61
- Alexa+Amazon
- AlphaEvolveGoogle DeepMind
- AmpAmp (originally from Sourcegraph)
- AP2Google
- Big SleepGoogle Project Zero and Google DeepMind
- Browser UseBrowser Use
- changedetection.iodgtlmoon
- ChatGPTOpenAI
- ChatGPT agentOpenAI
- Claude CodeAnthropic
- Claude computer useAnthropic
- Claude CoworkAnthropic
- Claude DesktopAnthropic
- Claude in ChromeAnthropic
- Codex CLIOpenAI
- Crawl4AIunclecode
- CursorAnysphere
- DeerFlowByteDance
- DevinCognition
- DifyLangGenius
- dotsOpenAI
- FirecrawlFirecrawl
- GeminiGoogle
- Gemini CLIGoogle
- GhidraMCPLaurieWired
- GitHub CopilotGitHub
- godot-mcpCoding-Solo
- Google AI ModeGoogle
- Google Workspace MCPTaylor Wilsdon (community)
- Grok BotxAI
- Hermes AgentNous Research
- Home AssistantOpen Home Foundation
- Inbox ZeroInbox Zero
- LindyLindy
- MakeMake
- ManusManus
- MarkItDownMicrosoft
- MealieMealie
- MeetilyZackriya Solutions
- Meta MuseMeta
- Microsoft 365 CopilotMicrosoft
- Microsoft ScoutMicrosoft
- MoneyPrinterTurboharry0703
- n8nn8n
- OllamaOllama
- OpenAI o3OpenAI
- OpenClawOpenClaw community
- OpenCodeAnomaly (formerly SST)
- OpenHandsOpenHands
- PaddleOCRPaddlePaddle
- paperless-aiclusterzx
- Perplexity CometPerplexity
- Pipecatpipecat-ai
- RAGFlowInfiniFlow
- Replit AgentReplit
- SkyvernSkyvern
- Spec KitGitHub
- TheoremExplainAgentTIGER-AI-Lab
- TradingAgentsTauric Research
- WhisperOpenAI
- Zapier AgentsZapier
Topics 11
Jobs 47
- Scrape a website for AI useWeb Data and Scraping
- Build a knowledge baseResearch and Analysis
- Convert documents to MarkdownDocuments and Data Extraction
- Extract text from scansDocuments and Data Extraction
- Run models locallyLocal and Self-Hosted AI
- Automate a workflowWorkflow Automation
- Automate a browser taskWorkflow Automation
- Research stocks and marketsFinance and Admin
- Research a topicResearch and Analysis
- Transcribe audioContent and Media
- Generate a short videoContent and Media
- Plan a feature before codingCoding and Code Review
- Review pull requestsCoding and Code Review
- Control a smart homeHome and Devices
- Port or migrate codeCoding and Code Review
- Handle taxes and bookkeepingFinance and Admin
- Get a daily briefingPersonal Productivity
- Run experiments overnightResearch and Analysis
- Test an applicationCoding and Code Review
- Compare coding agentsCoding and Code Review
- Build a feature end to endCoding and Code Review
- Debug a production problemCoding and Code Review
- Fix a reported issueCoding and Code Review
- Investigate an alertWorkflow Automation
- Audit code for vulnerabilitiesSecurity Research
- Benchmark or compare librariesResearch and Analysis
- Triage an inboxPersonal Productivity
- Manage a calendarPersonal Productivity
- Compare products and pricesPersonal Productivity
- Buy something onlinePersonal Productivity
- Book a table, trip or appointmentPersonal Productivity
- Answer support ticketsWorkflow Automation
- Build a spreadsheetDocuments and Data Extraction
- Take meeting notesPersonal Productivity
- Track receipts and expensesFinance and Admin
- Fill out web formsWorkflow Automation
- Reverse engineer softwareSecurity Research
- Build a gameCoding and Code Review
- Discover better algorithmsResearch and Analysis
- Monitor websites and competitorsWeb Data and Scraping
- Make and answer phone callsWorkflow Automation
- Plan meals and shopping listsHome and Devices
- Program robots and hardwareResearch and Analysis
- Build and tune AI agentsCoding and Code Review
- Delegate tasks in the backgroundPersonal Productivity
- Research and qualify sales leadsWorkflow Automation
- Prepare for meetingsPersonal Productivity
Repositories 200
Ranks 1–50
- codecrafters-io/build-your-own-x
- sindresorhus/awesome
- public-apis/public-apis
- freeCodeCamp/freeCodeCamp
- morluto/rea
- EbookFoundation/free-programming-books
- openclaw/openclaw
- donnemartin/system-design-primer
- nilbuild/developer-roadmap
- jwasham/coding-interview-university
- awesome-selfhosted/awesome-selfhosted
- vinta/awesome-python
- mattpocock/skills
- obra/superpowers
- affaan-m/ECC
- practical-tutorials/project-based-learning
- deepseek-ai/deepseek-harness
- 996icu/996.ICU
- NousResearch/hermes-agent
- trimstray/the-book-of-secret-knowledge
- torvalds/linux
- react/react
- multica-ai/andrej-karpathy-skills
- anomalyco/opencode
- TheAlgorithms/Python
- vuejs/vue
- ossu/computer-science
- n8n-io/n8n
- DigitalPlatDev/FreeDomain
- yt-dlp/yt-dlp
- tensorflow/tensorflow
- firecrawl/firecrawl
- massgravel/Microsoft-Activation-Scripts
- trekhleb/javascript-algorithms
- microsoft/vscode
- microsoft/markitdown
- ultraworkers/claw-code
- avelino/awesome-go
- anthropics/skills
- ohmyzsh/ohmyzsh
- DietrichGebert/ponytail
- 521xueweihan/HelloGitHub
- Significant-Gravitas/AutoGPT
- jackfrued/Python-100-Days
- ollama/ollama
- CyC2018/CS-Notes
- getify/You-Dont-Know-JS
- flutter/flutter
- f/prompts.chat
- github/gitignore
Ranks 51–100
- twbs/bootstrap
- huggingface/transformers
- msitarzewski/agency-agents
- AUTOMATIC1111/stable-diffusion-webui
- jlevy/the-art-of-command-line
- langgenius/dify
- Snailclimb/JavaGuide
- open-webui/open-webui
- clash-verge-rev/clash-verge-rev
- langflow-ai/langflow
- anthropics/claude-code
- Genymobile/scrcpy
- farion1231/cc-switch
- langchain-ai/langchain
- github/spec-kit
- nextlevelbuilder/ui-ux-pro-max-skill
- airbnb/javascript
- Comfy-Org/ComfyUI
- Graphify-Labs/graphify
- x1xhlol/system-prompts-and-models-of-ai-tools
- Shubhamsaboo/awesome-llm-apps
- iptv-org/iptv
- vercel/next.js
- yangshun/tech-interview-handbook
- ripienaar/free-for-dev
- harry0703/MoneyPrinterTurbo
- ytdl-org/youtube-dl
- garrytan/gstack
- microsoft/PowerToys
- golang/go
- labuladong/fucking-algorithm
- excalidraw/excalidraw
- openai/codex
- ggml-org/llama.cpp
- krahets/hello-algo
- Chalarangelo/30-seconds-of-code
- rustdesk/rustdesk
- kubernetes/kubernetes
- shadcn-ui/ui
- react/react-native
- VoltAgent/awesome-design-md
- Hack-with-Github/Awesome-Hacking
- electron/electron
- nodejs/node
- microsoft/generative-ai-for-beginners
- stablyai/orca
- TauricResearch/TradingAgents
- rust-lang/rust
- earendil-works/pi
- browser-use/browser-use
Ranks 101–150
- 2dust/v2rayN
- godotengine/godot
- justjavac/free-programming-books-zh_CN
- JuliusBrussee/caveman
- immich-app/immich
- jaywcjlove/awesome-mac
- mrdoob/three.js
- thedotmack/claude-mem
- addyosmani/agent-skills
- supabase/supabase
- d3/d3
- Leonxlnx/taste-skill
- paperclipai/paperclip
- tauri-apps/tauri
- openai/whisper
- microsoft/TypeScript
- papers-we-love/papers-we-love
- Panniantong/Agent-Reach
- fatedier/frp
- sherlock-project/sherlock
- axios/axios
- denoland/deno
- google-gemini/gemini-cli
- rasbt/LLMs-from-scratch
- pbakaus/impeccable
- debpalash/VoiceStudio
- ruanyf/weekly
- nexu-io/open-design
- goldbergyoni/nodebestpractices
- pytorch/pytorch
- microsoft/terminal
- deepseek-ai/DeepSeek-V3
- fastapi/fastapi
- ruvnet/RuView
- Anduin2017/HowToCook
- neovim/neovim
- react/create-react-app
- D4Vinci/Scrapling
- angular/angular
- mtdvio/every-programmer-should-know
- ant-design/ant-design
- microsoft/playwright
- karpathy/autoresearch
- NationalSecurityAgency/ghidra
- mui/material-ui
- tailwindlabs/tailwindcss
- florinpop17/app-ideas
- localsend/localsend
- OpenCut-app/OpenCut
- hacksider/Deep-Live-Cam
Ranks 151–200
- nvbn/thefuck
- punkpeye/awesome-mcp-servers
- microsoft/Web-Dev-For-Beginners
- vllm-project/vllm
- oven-sh/bun
- 3b1b/manim
- Stirling-Tools/Stirling-PDF
- nvm-sh/nvm
- puppeteer/puppeteer
- odysseus-dev/odysseus
- tt-a1i/archify
- iluwatar/java-design-patterns
- ryanmcdermott/clean-code-javascript
- zed-industries/zed
- infiniflow/ragflow
- louislam/uptime-kuma
- OpenHands/OpenHands
- PaddlePaddle/PaddleOCR
- home-assistant/core
- microsoft/ML-For-Beginners
- Egonex-AI/Understand-Anything
- deepseek-ai/DeepSeek-R1
- modelcontextprotocol/servers
- astral-sh/uv
- django/django
- storybookjs/storybook
- opencv/opencv
- MunGell/awesome-for-beginners
- ByteByteGoHq/system-design-101
- mermaid-js/mermaid
- bitcoin/bitcoin
- koala73/worldmonitor
- gohugoio/hugo
- syncthing/syncthing
- PanJiaChen/vue-element-admin
- gin-gonic/gin
- ChatGPTNextWeb/NextChat
- sveltejs/svelte
- unclecode/crawl4ai
- datawhalechina/hello-agents
- bregman-arie/devops-exercises
- cheaper-inference/OmniRoute
- rtk-ai/rtk
- DopplerHQ/awesome-interview-questions
- laravel/laravel
- 666ghj/MiroFish
- bytedance/deer-flow
- mlabonne/llm-course
- macrozheng/mall
- lobehub/lobehub
Feeds and Machine-Readable Files
- RSS Feed/feed.xml
- XML Sitemap/sitemap.xml