Evidence-backed open-source search for coding agents.
Documentation · Hosted MCP · npm · Skills
A living, auto-curated catalog of open-source projects, enriched with practical summaries, categories, quality signals and transparent scoring.
This repository turns a fast-moving open-source ecosystem into a browsable and machine-readable decision layer. Use it to discover candidates, compare practical fit and give coding agents grounded starting points before deeper technical, security and license review.
| Projects | 44227 |
| Categories | 641 |
| Refresh | Continuously maintained by AtlasRepo Scout |
| Metadata | Repository signals, multilingual summaries and practical evaluations |
| Category | Projects | |
|---|---|---|
| 📦 Misc | 17815 | Browse → |
| 🤖 AI/ML | 4671 | Browse → |
| 🏷️ Mcp | 2917 | Browse → |
| 🧩 Orchestration | 2430 | Browse → |
| 🔧 DevTools | 1615 | Browse → |
| 🏷️ Automation | 1507 | Browse → |
| ⚙️ Backend | 959 | Browse → |
| 🎨 Frontend | 906 | Browse → |
| ⛓️ Crypto | 816 | Browse → |
| 🏷️ Documents | 725 | Browse → |
| 📱 Mobile | 670 | Browse → |
| 🏷️ Networking | 667 | Browse → |
| 🏷️ Knowledgerag | 630 | Browse → |
| 🏷️ Cloud--storage | 624 | Browse → |
| 🏷️ Video-editing | 581 | Browse → |
| 🏷️ Database | 571 | Browse → |
| 🚀 DevOps & Infra | 531 | Browse → |
| 🏷️ Templates | 484 | Browse → |
| 🏷️ Communication | 464 | Browse → |
| 🔐 Security | 463 | Browse → |
| 💳 Payments | 376 | Browse → |
| 🏷️ Games--graphics | 349 | Browse → |
| 📊 Data | 345 | Browse → |
| 🏷️ Productivity | 344 | Browse → |
| 🏷️ Observability | 319 | Browse → |
| 🏷️ Libraries--sdks | 272 | Browse → |
| 📈 Trading | 223 | Browse → |
| ✨ Design | 190 | Browse → |
| 🏷️ Content-creation | 155 | Browse → |
| 🏷️ Ai | 154 | Browse → |
| 🏷️ Vertical-video | 149 | Browse → |
| 🏷️ Ai-agents | 47 | Browse → |
| 🏷️ Open-source | 46 | Browse → |
| 🏷️ Marketing | 36 | Browse → |
| 🏷️ Education | 33 | Browse → |
| 🏷️ Offline | 30 | Browse → |
| 🏷️ Local-ai | 28 | Browse → |
| 🏷️ Privacy | 26 | Browse → |
| 🏷️ Llm | 24 | Browse → |
| 🏷️ Local-llm | 20 | Browse → |
| 🏷️ Local-first | 20 | Browse → |
| 🏷️ Android | 16 | Browse → |
| 🏷️ Self-hosting | 15 | Browse → |
| 🏷️ Freelance | 14 | Browse → |
| 🏷️ Claude-code | 13 | Browse → |
| 🏷️ Git | 13 | Browse → |
| 🏷️ Offline-first | 12 | Browse → |
| 🏷️ Rust | 11 | Browse → |
| 🏷️ Cli | 9 | Browse → |
| 🏷️ Self-hosted | 9 | Browse → |
| 🏷️ Aws | 9 | Browse → |
| 🏷️ Python | 8 | Browse → |
| 🏷️ Macos | 8 | Browse → |
| 🎯 Product | 7 | Browse → |
| 🏷️ Browser-automation | 6 | Browse → |
| 🏷️ Multi-agent | 6 | Browse → |
| 🏷️ Docker | 6 | Browse → |
| 🏷️ Github-actions | 6 | Browse → |
| 🏷️ N8n | 6 | Browse → |
| 🏷️ Terminal | 6 | Browse → |
| 🏷️ Offline-ai | 6 | Browse → |
| 🏷️ Windows | 6 | Browse → |
| 🏷️ Hackathon | 6 | Browse → |
| 🏷️ Ai-agent | 6 | Browse → |
| 🏷️ Whatsapp | 6 | Browse → |
| 🏷️ Edge-ai | 6 | Browse → |
| 🏷️ Ai-coding | 5 | Browse → |
| 🏷️ Hacktoberfest | 5 | Browse → |
| 🏷️ Wordpress | 5 | Browse → |
| 🏷️ Ci | 5 | Browse → |
| 🏷️ Claude | 4 | Browse → |
| 🏷️ Ios | 4 | Browse → |
| 🏷️ Coding-agents | 4 | Browse → |
| 🏷️ Serverless | 4 | Browse → |
| 🏷️ Ecommerce | 4 | Browse → |
| 🏷️ Documentation | 4 | Browse → |
| 🏷️ Kubernetes | 4 | Browse → |
| 🏷️ Open-source-ai | 4 | Browse → |
| 🏷️ Devchallenge | 4 | Browse → |
| 🏷️ Edge-computing | 4 | Browse → |
| 🏷️ Sanity | 4 | Browse → |
| 🌐 Open Source | 3 | Browse → |
| 🏷️ Whisper | 3 | Browse → |
| 🏷️ Flutter | 3 | Browse → |
| 🏷️ History | 3 | Browse → |
| 🏷️ Go | 3 | Browse → |
| 🏷️ Secret-scanning | 3 | Browse → |
| 🏷️ Matrixos | 3 | Browse → |
| 🏷️ Net | 3 | Browse → |
| 🏷️ Ai-code-review | 3 | Browse → |
| 🏷️ Coding-agent | 3 | Browse → |
| 🏷️ Npm | 3 | Browse → |
| 🏷️ Open-weight-model | 3 | Browse → |
| 🏷️ Agent | 3 | Browse → |
| 🏷️ Monorepo | 3 | Browse → |
| 🏷️ Comfyui | 3 | Browse → |
| 🏷️ Linux | 3 | Browse → |
| 🏷️ Nextjs | 3 | Browse → |
| 🏷️ Ai-assisted-development | 3 | Browse → |
| 🏷️ Ai-safety | 3 | Browse → |
| 🏷️ Open-weight-models | 3 | Browse → |
| 🏷️ Php | 3 | Browse → |
| 🏷️ Edge | 3 | Browse → |
| 🏷️ Desktop-automation | 3 | Browse → |
| 🏷️ Ai-video-production | 3 | Browse → |
| 🏷️ Webview | 3 | Browse → |
| 🏷️ Restaurant | 3 | Browse → |
| 🏷️ E-commerce | 3 | Browse → |
| 🏷️ Agentic-workflows | 3 | Browse → |
| 🏷️ Cloudflare | 3 | Browse → |
| 🏷️ Air-quality | 3 | Browse → |
| 🏷️ Openapi | 3 | Browse → |
| 🏷️ Devsecops | 3 | Browse → |
| 🏷️ Home-automation | 3 | Browse → |
| 🏷️ Escrow | 3 | Browse → |
| 🏷️ Context-management | 2 | Browse → |
| 🏷️ Incident-response | 2 | Browse → |
| 🏷️ Ai-audit | 2 | Browse → |
| 🏷️ Linter | 2 | Browse → |
| 🏷️ Prompt-caching | 2 | Browse → |
| 🏷️ Video | 2 | Browse → |
| 🏷️ Lean4 | 2 | Browse → |
| 🏷️ Laravel | 2 | Browse → |
| 🏷️ Django | 2 | Browse → |
| 🏷️ Ai-testing | 2 | Browse → |
| 🏷️ System-design | 2 | Browse → |
| 🏷️ Nodejs | 2 | Browse → |
| 🏷️ Reverse-engineering | 2 | Browse → |
| 🏷️ Invoice | 2 | Browse → |
| 🏷️ Machine-learning | 2 | Browse → |
| 🏷️ Discord | 2 | Browse → |
| 🏷️ Ssh | 2 | Browse → |
| 🏷️ Migration | 2 | Browse → |
| 🏷️ Learning | 2 | Browse → |
| 🏷️ Px4 | 2 | Browse → |
| 🏷️ Chrome-extension | 2 | Browse → |
| 🏷️ B2b | 2 | Browse → |
| 🏷️ Ai-governance | 2 | Browse → |
| 🏷️ Cloud-security | 2 | Browse → |
| 🏷️ Shell | 2 | Browse → |
| 🏷️ Browser-based-ai | 2 | Browse → |
| 🏷️ Sandbox | 2 | Browse → |
| 🏷️ Code-search | 2 | Browse → |
| 🏷️ Spring-boot | 2 | Browse → |
| 🏷️ Ocr | 2 | Browse → |
| 🏷️ Word-processing | 2 | Browse → |
| 🏷️ Eu-procurement | 2 | Browse → |
| 🏷️ Browser-based | 2 | Browse → |
| 🏷️ Knowledge-graph | 2 | Browse → |
| 🏷️ Rag | 2 | Browse → |
| 🏷️ File-management | 2 | Browse → |
| 🏷️ Scraping | 2 | Browse → |
| 🏷️ Audio-processing | 2 | Browse → |
| 🏷️ Ghost-hunting | 2 | Browse → |
| 🏷️ Email | 2 | Browse → |
| 🏷️ Image-generation | 2 | Browse → |
| 🏷️ Nestjs | 2 | Browse → |
| 🏷️ Fileorganizer | 2 | Browse → |
| 🏷️ Api | 2 | Browse → |
| 🏷️ Screenshot-management | 2 | Browse → |
| 🏷️ Postgres | 2 | Browse → |
| 🏷️ Raspberry-pi | 2 | Browse → |
| 🏷️ Web | 2 | Browse → |
| 🏷️ Flaky-tests | 2 | Browse → |
| 🏷️ Web-scraping | 2 | Browse → |
| 🏷️ Github-copilot | 2 | Browse → |
| 🏷️ Cybersecurity | 2 | Browse → |
| 🏷️ Secondhand | 2 | Browse → |
| 🏷️ X402 | 2 | Browse → |
| 🏷️ Allergen-labeling | 2 | Browse → |
| 🏷️ Rails | 2 | Browse → |
| 🏷️ Llamaindex | 2 | Browse → |
| 🏷️ Minecraft | 2 | Browse → |
| 🏷️ Invoice-generation | 2 | Browse → |
| 🏷️ Ui | 2 | Browse → |
| 🏷️ Digital-products | 2 | Browse → |
| 🏷️ Embedding | 2 | Browse → |
| 🏷️ On-device-ai | 2 | Browse → |
| 🏷️ Ai-ops | 2 | Browse → |
| 🏷️ Benchmark | 2 | Browse → |
| 🏷️ Outdoor | 2 | Browse → |
| 🏷️ Node | 2 | Browse → |
| 🏷️ Stylometry | 2 | Browse → |
| 🏷️ Investment | 2 | Browse → |
| 🏷️ React-native | 2 | Browse → |
| 🏷️ Landslide | 2 | Browse → |
| 🏷️ Webgpu | 2 | Browse → |
| 🏷️ Bug-bounty | 2 | Browse → |
| 🏷️ Career-advice | 2 | Browse → |
| 🏷️ Showdev | 2 | Browse → |
| 🏷️ Angular | 2 | Browse → |
| 🏷️ System-one | 2 | Browse → |
| 🏷️ Cloud-native | 2 | Browse → |
| 🏷️ Local-models | 2 | Browse → |
| 🏷️ Video-generation | 2 | Browse → |
| 🏷️ Resume | 2 | Browse → |
| 🏷️ Embedded | 2 | Browse → |
| 🏷️ Agent-orchestration | 2 | Browse → |
| 🏷️ Free-tools | 2 | Browse → |
| 🏷️ Apify | 2 | Browse → |
| 🏷️ Autonomous-agent | 2 | Browse → |
| 🏷️ Ai-integration | 2 | Browse → |
| 🏷️ Websockets | 1 | Browse → |
| 🏷️ Agentic-programming | 1 | Browse → |
| 🏷️ State-tracking | 1 | Browse → |
| 🏷️ Plc | 1 | Browse → |
| 🏷️ Penetration-testing | 1 | Browse → |
| 🏷️ Pre-install-verification | 1 | Browse → |
| 🏷️ Xml | 1 | Browse → |
| 🏷️ File-transfer | 1 | Browse → |
| 🏷️ Stripe | 1 | Browse → |
| 🏷️ Html | 1 | Browse → |
| 🏷️ Backup | 1 | Browse → |
| 🏷️ Shader | 1 | Browse → |
| 🏷️ Procedural | 1 | Browse → |
| 🏷️ Scrapy | 1 | Browse → |
| 🏷️ Whiteboard | 1 | Browse → |
| 🏷️ Prometheus | 1 | Browse → |
| 🏷️ Automotive | 1 | Browse → |
| 🏷️ Monitor-setup | 1 | Browse → |
| 🏷️ Ledger | 1 | Browse → |
| 🏷️ Refaster | 1 | Browse → |
| 🏷️ Proclubs | 1 | Browse → |
| 🏷️ Link-in-bio | 1 | Browse → |
| 🏷️ Docsgpt | 1 | Browse → |
| 🏷️ Deep-research | 1 | Browse → |
| 🏷️ Jvm | 1 | Browse → |
| 🏷️ Data-reconciliation | 1 | Browse → |
| 🏷️ Shader-compiler | 1 | Browse → |
| 🏷️ Changelog | 1 | Browse → |
| 🏷️ Awx | 1 | Browse → |
| 🏷️ Iceberg | 1 | Browse → |
| 🏷️ Retrieval-dilution | 1 | Browse → |
| 🏷️ Tokenization | 1 | Browse → |
| 🏷️ Music-player | 1 | Browse → |
| 🏷️ Download-manager | 1 | Browse → |
| 🏷️ Crewai | 1 | Browse → |
| 🏷️ Wled | 1 | Browse → |
| 🏷️ Token-budgeting | 1 | Browse → |
| 🏷️ Capacitor | 1 | Browse → |
| 🏷️ Token-exchange | 1 | Browse → |
| 🏷️ Agentverse | 1 | Browse → |
| 🏷️ Quantitative-finance | 1 | Browse → |
| 🏷️ Code-review | 1 | Browse → |
| 🏷️ Ai-coding-agents | 1 | Browse → |
| 🏷️ Gnome | 1 | Browse → |
| 🏷️ Voice-agent | 1 | Browse → |
| 🏷️ Compiler | 1 | Browse → |
| 🏷️ Daily-loop | 1 | Browse → |
| 🏷️ Transit | 1 | Browse → |
| 🏷️ Dropbox | 1 | Browse → |
| 🏷️ Smart-contract | 1 | Browse → |
| 🏷️ Biometric | 1 | Browse → |
| 🏷️ Confidence-routing | 1 | Browse → |
| 🏷️ React | 1 | Browse → |
| 🏷️ Video-production | 1 | Browse → |
| 🏷️ Design-system | 1 | Browse → |
| 🏷️ Address-data | 1 | Browse → |
| 🏷️ Mistral | 1 | Browse → |
| 🏷️ Duplicate-files | 1 | Browse → |
| 🏷️ Digital-archaeology | 1 | Browse → |
| 🏷️ Agent-orchestrator | 1 | Browse → |
| 🏷️ Dead-code | 1 | Browse → |
| 🏷️ Data-warehousing | 1 | Browse → |
| 🏷️ Crossref | 1 | Browse → |
| 🏷️ Web-streaming | 1 | Browse → |
| 🏷️ Microgrid | 1 | Browse → |
| 🏷️ Gis | 1 | Browse → |
| 🏷️ Llm-cost | 1 | Browse → |
| 🏷️ Votacin | 1 | Browse → |
| 🏷️ Data-quality | 1 | Browse → |
| 🏷️ Determinism | 1 | Browse → |
| 🏷️ Contributor-onboarding | 1 | Browse → |
| 🏷️ Reactivity | 1 | Browse → |
| 🏷️ Download | 1 | Browse → |
| 🏷️ Python2 | 1 | Browse → |
| 🏷️ Ai-development | 1 | Browse → |
| 🏷️ Web-mem | 1 | Browse → |
| 🏷️ Legacy-machinery | 1 | Browse → |
| 🏷️ Character-construction | 1 | Browse → |
| 🏷️ Prosemirror | 1 | Browse → |
| 🏷️ Research-agent | 1 | Browse → |
| 🏷️ Siem | 1 | Browse → |
| 🏷️ Redis | 1 | Browse → |
| 🏷️ Gs1 | 1 | Browse → |
| 🏷️ Browser-extension | 1 | Browse → |
| 🏷️ Openweight | 1 | Browse → |
| 🏷️ Permissions | 1 | Browse → |
| 🏷️ Capability-based-security | 1 | Browse → |
| 🏷️ Simulation | 1 | Browse → |
| 🏷️ Barcode | 1 | Browse → |
| 🏷️ Typescript | 1 | Browse → |
| 🏷️ Freecad | 1 | Browse → |
| 🏷️ Cross-domain | 1 | Browse → |
| 🏷️ Downloader | 1 | Browse → |
| 🏷️ Image-hosting | 1 | Browse → |
| 🏷️ Neovim | 1 | Browse → |
| 🏷️ Network-monitoring | 1 | Browse → |
| 🏷️ Charting | 1 | Browse → |
| 🏷️ Localization | 1 | Browse → |
| 🏷️ Habit-tracking | 1 | Browse → |
| 🏷️ In-repo-board | 1 | Browse → |
| 🏷️ Model-retirement | 1 | Browse → |
| 🏷️ Evoting | 1 | Browse → |
| 🏷️ Vision | 1 | Browse → |
| 🏷️ Quantization | 1 | Browse → |
| 🏷️ Research | 1 | Browse → |
| 🏷️ Muse | 1 | Browse → |
| 🏷️ Active-directory | 1 | Browse → |
| 🏷️ Vps | 1 | Browse → |
| 🏷️ Ai-feedback | 1 | Browse → |
| 🏷️ Webarchival | 1 | Browse → |
| 🏷️ Freshdesk | 1 | Browse → |
| 🏷️ Uniswap | 1 | Browse → |
| 🏷️ Anomaly-detection | 1 | Browse → |
| 🏷️ Family-memory | 1 | Browse → |
| 🏷️ Homeassistant | 1 | Browse → |
| 🏷️ Stockanalysis | 1 | Browse → |
| 🏷️ Ai-debugging | 1 | Browse → |
| 🏷️ Webassembly | 1 | Browse → |
| 🏷️ Herdr | 1 | Browse → |
| 🏷️ Ai-engineering | 1 | Browse → |
| 🏷️ Human-in-the-loop | 1 | Browse → |
| 🏷️ Reinforcement-learning | 1 | Browse → |
| 🏷️ Flashcards | 1 | Browse → |
| 🏷️ Hurricane | 1 | Browse → |
| 🏷️ Multi-tenant | 1 | Browse → |
| 🏷️ Remote-access | 1 | Browse → |
| 🏷️ Speechrecognition | 1 | Browse → |
| 🏷️ Qr | 1 | Browse → |
| 🏷️ Ai-memory | 1 | Browse → |
| 🏷️ Replication | 1 | Browse → |
| 🏷️ Free-tier | 1 | Browse → |
| 🏷️ Lead-enrichment | 1 | Browse → |
| 🏷️ Notes | 1 | Browse → |
| 🏷️ Temporal | 1 | Browse → |
| 🏷️ Dependency-audit | 1 | Browse → |
| 🏷️ Github | 1 | Browse → |
| 🏷️ Clinical-ai | 1 | Browse → |
| 🏷️ Oracle | 1 | Browse → |
| 🏷️ Java | 1 | Browse → |
| 🏷️ Webcam | 1 | Browse → |
| 🏷️ Ai-trading | 1 | Browse → |
| 🏷️ Urban-logistics | 1 | Browse → |
| 🏷️ A2a | 1 | Browse → |
| 🏷️ Blender | 1 | Browse → |
| 🏷️ Ui-runtime | 1 | Browse → |
| 🏷️ Feedback | 1 | Browse → |
| 🏷️ Filesharing | 1 | Browse → |
| 🏷️ Ebook-reader | 1 | Browse → |
| 🏷️ Da-de-los-muertos | 1 | Browse → |
| 🏷️ Focus | 1 | Browse → |
| 🏷️ Legal | 1 | Browse → |
| 🏷️ Visual-workflow | 1 | Browse → |
| 🏷️ Crashanalysis | 1 | Browse → |
| 🏷️ Pst | 1 | Browse → |
| 🏷️ Agent-skill-security | 1 | Browse → |
| 🏷️ Logistics | 1 | Browse → |
| 🏷️ Osint | 1 | Browse → |
| 🏷️ Zero-trust | 1 | Browse → |
| 🏷️ Newsletter | 1 | Browse → |
| 🏷️ Youtube | 1 | Browse → |
| 🏷️ Android-auto | 1 | Browse → |
| 🏷️ Ai-security | 1 | Browse → |
| 🏷️ Helm | 1 | Browse → |
| 🏷️ Fitness | 1 | Browse → |
| 🏷️ Image-forensics | 1 | Browse → |
| 🏷️ Tiktok | 1 | Browse → |
| 🏷️ Ai-adoption | 1 | Browse → |
| 🏷️ Contract-review | 1 | Browse → |
| 🏷️ Chess | 1 | Browse → |
| 🏷️ Screenshot | 1 | Browse → |
| 🏷️ Instagram | 1 | Browse → |
| 🏷️ Model-compression | 1 | Browse → |
| 🏷️ Commit-message-generation | 1 | Browse → |
| 🏷️ Subscription-tracking | 1 | Browse → |
| 🏷️ Voice-control | 1 | Browse → |
| 🏷️ Assistant | 1 | Browse → |
| 🏷️ Digital-clutter | 1 | Browse → |
| 🏷️ Encryption | 1 | Browse → |
| 🏷️ File-organization | 1 | Browse → |
| 🏷️ Edtech | 1 | Browse → |
| 🏷️ Edr | 1 | Browse → |
| 🏷️ Debt-tracking | 1 | Browse → |
| 🏷️ Standup | 1 | Browse → |
| 🏷️ Excalidraw | 1 | Browse → |
| 🏷️ Browser-game | 1 | Browse → |
| 🏷️ Alarm | 1 | Browse → |
| 🏷️ On-premise | 1 | Browse → |
| 🏷️ Ai-detection | 1 | Browse → |
| 🏷️ Slow-productivity | 1 | Browse → |
| 🏷️ Api-testing | 1 | Browse → |
| 🏷️ Sat | 1 | Browse → |
| 🏷️ Openweight-ai | 1 | Browse → |
| 🏷️ Personal-vault | 1 | Browse → |
| 🏷️ Pixrestore | 1 | Browse → |
| 🏷️ Deepinfer | 1 | Browse → |
| 🏷️ Embeddinggemma2 | 1 | Browse → |
| 🏷️ Phishing | 1 | Browse → |
| 🏷️ Tabular | 1 | Browse → |
| 🏷️ Podcast | 1 | Browse → |
| 🏷️ Release-engineering | 1 | Browse → |
| 🏷️ Bash | 1 | Browse → |
| 🏷️ Aiax | 1 | Browse → |
| 🏷️ Markdown | 1 | Browse → |
| 🏷️ Bytechef | 1 | Browse → |
| 🏷️ Asyncio | 1 | Browse → |
| 🏷️ Contract-management | 1 | Browse → |
| 🏷️ Data-feeds | 1 | Browse → |
| 🏷️ Telegram | 1 | Browse → |
| 🏷️ Text-to-sql | 1 | Browse → |
| 🏷️ Cost-reduction | 1 | Browse → |
| 🏷️ Swift | 1 | Browse → |
| 🏷️ Ffmpeg | 1 | Browse → |
| 🏷️ Contentrepurposing | 1 | Browse → |
| 🏷️ Captioning | 1 | Browse → |
| 🏷️ Financial-intelligence | 1 | Browse → |
| 🏷️ Lease-management | 1 | Browse → |
| 🏷️ Testing | 1 | Browse → |
| 🏷️ Resume-analysis | 1 | Browse → |
| 🏷️ Whatsapp-bot | 1 | Browse → |
| 🏷️ Photography | 1 | Browse → |
| 🏷️ Invoice-processing | 1 | Browse → |
| 🏷️ Archive | 1 | Browse → |
| 🏷️ Artisans | 1 | Browse → |
| 🏷️ Finance | 1 | Browse → |
| 🏷️ Deduplication | 1 | Browse → |
| 🏷️ Side-project | 1 | Browse → |
| 🏷️ Gpustack | 1 | Browse → |
| 🏷️ Handwriting-recognition | 1 | Browse → |
| 🏷️ Supply-chain | 1 | Browse → |
| 🏷️ Ai-supervision | 1 | Browse → |
| 🏷️ Home-assistant | 1 | Browse → |
| 🏷️ Shopify | 1 | Browse → |
| 🏷️ Resume-tailoring | 1 | Browse → |
| 🏷️ Iam | 1 | Browse → |
| 🏷️ On-chain-audit | 1 | Browse → |
| 🏷️ Storageoptimization | 1 | Browse → |
| 🏷️ Desktop-ai | 1 | Browse → |
| 🏷️ Nda | 1 | Browse → |
| 🏷️ Ai-translation | 1 | Browse → |
| 🏷️ Voiceassistant | 1 | Browse → |
| 🏷️ Graph-database | 1 | Browse → |
| 🏷️ Portfolio-backtesting | 1 | Browse → |
| 🏷️ Tcg | 1 | Browse → |
| 🏷️ Receipt-ocr | 1 | Browse → |
| 🏷️ K3s | 1 | Browse → |
| 🏷️ Receipt | 1 | Browse → |
| 🏷️ Decision-model | 1 | Browse → |
| 🏷️ Evm | 1 | Browse → |
| 🏷️ Ai-writing | 1 | Browse → |
| 🏷️ Government-tender | 1 | Browse → |
| 🏷️ Distributed-computing | 1 | Browse → |
| 🏷️ Wayland | 1 | Browse → |
| 🏷️ Metadata | 1 | Browse → |
| 🏷️ Link-extraction | 1 | Browse → |
| 🏷️ Allergy | 1 | Browse → |
| 🏷️ Auth | 1 | Browse → |
| 🏷️ Local-inference | 1 | Browse → |
| 🏷️ Agentgateway | 1 | Browse → |
| 🏷️ Salesforce | 1 | Browse → |
| 🏷️ Bike-fitting | 1 | Browse → |
| 🏷️ Fastgpt | 1 | Browse → |
| 🏷️ C | 1 | Browse → |
| 🏷️ Streaming | 1 | Browse → |
| 🏷️ Flight-search | 1 | Browse → |
| 🏷️ Hysteria2 | 1 | Browse → |
| 🏷️ Tmux | 1 | Browse → |
| 🏷️ Image-processing | 1 | Browse → |
| 🏷️ Banking | 1 | Browse → |
| 🏷️ Container | 1 | Browse → |
| 🏷️ Nonprofit | 1 | Browse → |
| 🏷️ Catalog-continuity | 1 | Browse → |
| 🏷️ Azure | 1 | Browse → |
| 🏷️ Google-antigravity | 1 | Browse → |
| 🏷️ Openweights | 1 | Browse → |
| 🏷️ Fastmcp | 1 | Browse → |
| 🏷️ Forecasting | 1 | Browse → |
| 🏷️ Clinical-trials | 1 | Browse → |
| 🏷️ Call-center | 1 | Browse → |
| 🏷️ Malware | 1 | Browse → |
| 🏷️ Betting | 1 | Browse → |
| 🏷️ Record-matching | 1 | Browse → |
| 🏷️ Speechtotext | 1 | Browse → |
| 🏷️ Smart-agriculture | 1 | Browse → |
| 🏷️ Data-contamination | 1 | Browse → |
| 🏷️ Leadgeneration | 1 | Browse → |
| 🏷️ Error-tracking | 1 | Browse → |
| 🏷️ Manim | 1 | Browse → |
| 🏷️ Knowledge-work | 1 | Browse → |
| 🏷️ Measurement | 1 | Browse → |
| 🏷️ Litter-collection | 1 | Browse → |
| 🏷️ Agent-cost | 1 | Browse → |
| 🏷️ Localfirst | 1 | Browse → |
| 🏷️ Map-based | 1 | Browse → |
| 🏷️ Plant-care | 1 | Browse → |
| 🏷️ Voice-first | 1 | Browse → |
| 🏷️ Voicefirst | 1 | Browse → |
| 🏷️ Desktop-app | 1 | Browse → |
| 🏷️ Agent-framework | 1 | Browse → |
| 🏷️ Bird-identification | 1 | Browse → |
| 🏷️ Mlx | 1 | Browse → |
| 🏷️ Mobile-web | 1 | Browse → |
| 🏷️ Mcdonalds | 1 | Browse → |
| 🏷️ Chatwoot | 1 | Browse → |
| 🏷️ Doomscroll | 1 | Browse → |
| 🏷️ Coding-assistants | 1 | Browse → |
| 🏷️ Apple-ads | 1 | Browse → |
| 🏷️ Nlp | 1 | Browse → |
| 🏷️ Recommendation | 1 | Browse → |
| 🏷️ Ai-workflow | 1 | Browse → |
| 🏷️ Privacy-first | 1 | Browse → |
| 🏷️ Webdev | 1 | Browse → |
| 🏷️ Repo-stars | 1 | Browse → |
| 🏷️ Karaoke | 1 | Browse → |
| 🏷️ Muse-code | 1 | Browse → |
| 🏷️ Openweight-models | 1 | Browse → |
| 🏷️ Air-gapped | 1 | Browse → |
| 🏷️ Erc-8004 | 1 | Browse → |
| 🏷️ Dapr | 1 | Browse → |
| 🏷️ Programming-language | 1 | Browse → |
| 🏷️ Agentic | 1 | Browse → |
| 🏷️ Food-safety | 1 | Browse → |
| 🏷️ Architecture | 1 | Browse → |
| 🏷️ Console-development | 1 | Browse → |
| 🏷️ Autofill | 1 | Browse → |
| 🏷️ Quiz | 1 | Browse → |
| 🏷️ Audio-guide | 1 | Browse → |
| 🏷️ Chromium | 1 | Browse → |
| 🏷️ Pay-per-call | 1 | Browse → |
| 🏷️ Mock-interviewer | 1 | Browse → |
| 🏷️ Gdpr | 1 | Browse → |
| 🏷️ Notion | 1 | Browse → |
| 🏷️ Agent-memory | 1 | Browse → |
| 🏷️ Document-management | 1 | Browse → |
| 🏷️ Study | 1 | Browse → |
| 🏷️ Handgesture | 1 | Browse → |
| 🏷️ Studentportal | 1 | Browse → |
| 🏷️ Politics | 1 | Browse → |
| 🏷️ Microservices | 1 | Browse → |
| 🏷️ Symbolic-regression | 1 | Browse → |
| 🏷️ Current-affairs | 1 | Browse → |
| 🏷️ Postgresql | 1 | Browse → |
| 🏷️ Eurorack | 1 | Browse → |
| 🏷️ Web-development | 1 | Browse → |
| 🏷️ Test-management | 1 | Browse → |
| 🏷️ Vscode | 1 | Browse → |
| 🏷️ Raspberrypi | 1 | Browse → |
| 🏷️ Okf | 1 | Browse → |
| 🏷️ Neuroscience | 1 | Browse → |
| 🏷️ Agent-evaluation | 1 | Browse → |
| 🏷️ Clientside-validation | 1 | Browse → |
| 🏷️ Family | 1 | Browse → |
| 🏷️ Gpu-rental | 1 | Browse → |
| 🏷️ Atlassian | 1 | Browse → |
| 🏷️ Smart-home | 1 | Browse → |
| 🏷️ Vanilla-js | 1 | Browse → |
| 🏷️ 3d | 1 | Browse → |
| 🏷️ Deployment | 1 | Browse → |
| 🏷️ Readability | 1 | Browse → |
| 🏷️ Environment-variables | 1 | Browse → |
| 🏷️ Media-player | 1 | Browse → |
| 🏷️ Decision-logging | 1 | Browse → |
| 🏷️ Goaltracking | 1 | Browse → |
| 🏷️ Live-streaming | 1 | Browse → |
| 🏷️ Webhook | 1 | Browse → |
| 🏷️ Static-analysis | 1 | Browse → |
| 🏷️ Deception | 1 | Browse → |
| 🏷️ Speech-recognition | 1 | Browse → |
| 🏷️ Visualization | 1 | Browse → |
| 🏷️ Certification | 1 | Browse → |
| 🏷️ Decision-models | 1 | Browse → |
| 🏷️ Release-engine | 1 | Browse → |
| 🏷️ Tdee | 1 | Browse → |
| 🏷️ Autonomous-coding | 1 | Browse → |
| 🏷️ Argparse | 1 | Browse → |
| 🏷️ Payment | 1 | Browse → |
| 🏷️ Anythingllm | 1 | Browse → |
| 🏷️ Trajectory | 1 | Browse → |
| 🏷️ Federated-learning | 1 | Browse → |
| 🏷️ S7comm | 1 | Browse → |
| 🏷️ Travel | 1 | Browse → |
| 🏷️ Template | 1 | Browse → |
| 🏷️ Video-encoding | 1 | Browse → |
| 🏷️ Cabin-rules | 1 | Browse → |
| 🏷️ Batch-processing | 1 | Browse → |
| 🏷️ Perl | 1 | Browse → |
| 🏷️ Codex | 1 | Browse → |
| 🏷️ Opencode | 1 | Browse → |
| 🏷️ Data-validation | 1 | Browse → |
| 🏷️ Version-control | 1 | Browse → |
| 🏷️ Dns | 1 | Browse → |
| 🏷️ Chatbot | 1 | Browse → |
| 🏷️ Sidecar | 1 | Browse → |
| 🏷️ Claude-desktop | 1 | Browse → |
| 🏷️ Background-removal | 1 | Browse → |
| 🏷️ Dependency-management | 1 | Browse → |
| 🏷️ Job-search | 1 | Browse → |
| 🏷️ Meeting-notes | 1 | Browse → |
| 🏷️ Cosmic | 1 | Browse → |
| 🏷️ Ai-image-generation | 1 | Browse → |
| 🏷️ Secrets-management | 1 | Browse → |
| 🏷️ Agent-based-development | 1 | Browse → |
| 🏷️ Skill-evolution | 1 | Browse → |
| 🏷️ Profinet | 1 | Browse → |
| 🏷️ Web-games | 1 | Browse → |
| 🏷️ Apx | 1 | Browse → |
| 🏷️ Igaming | 1 | Browse → |
| 🏷️ Mutation-testing | 1 | Browse → |
| 🏷️ Desktop | 1 | Browse → |
| 🏷️ Koha | 1 | Browse → |
| 🏷️ Agent-loop | 1 | Browse → |
| 🏷️ Audio | 1 | Browse → |
| 🏷️ Performance | 1 | Browse → |
| 🏷️ Risk-modeling | 1 | Browse → |
| 🏷️ Rewriting | 1 | Browse → |
| 🏷️ Harness | 1 | Browse → |
| 🏷️ Dex | 1 | Browse → |
| 🏷️ Personal-website | 1 | Browse → |
| 🏷️ Thread-dump | 1 | Browse → |
| 🏷️ Micropayments | 1 | Browse → |
| 🏷️ Webhooks | 1 | Browse → |
| 🏷️ Ide | 1 | Browse → |
| 🏷️ Quantum-computing | 1 | Browse → |
| 🏷️ Rpa | 1 | Browse → |
| 🏷️ Astro | 1 | Browse → |
| 🏷️ Expense-management | 1 | Browse → |
| 🏷️ Bot-protection | 1 | Browse → |
| 🏷️ Ttrpg | 1 | Browse → |
| 🏷️ Blockchain | 1 | Browse → |
| 🏷️ Open-data | 1 | Browse → |
| 🏷️ Dart | 1 | Browse → |
| 🏷️ Ajax | 1 | Browse → |
| 🏷️ Tiny-llm | 1 | Browse → |
| 🏷️ Pomodoro | 1 | Browse → |
| 🏷️ Excel | 1 | Browse → |
| 🏷️ Agents | 1 | Browse → |
| 🏷️ Auditability | 1 | Browse → |
| 🏷️ Cost-estimation | 1 | Browse → |
| 🏷️ Qa | 1 | Browse → |
| 🏷️ Scheduler | 1 | Browse → |
| # | Project | Stars | Category |
|---|---|---|---|
| 1 | n8n-io/n8n | ⭐ 208.2k | Mcp |
| 2 | sickn33/agentic-awesome-skills | ⭐ 42.6k | Orchestration |
| 3 | Panniantong/Agent-Reach | ⭐ 44.7k | Mcp |
| 4 | headroomlabs-ai/headroom | ⭐ 46.8k | Orchestration |
| 5 | wasp-lang/open-saas | ⭐ 14.9k | Templates |
| 6 | xberg-io/xberg | ⭐ 8.5k | Mcp |
| 7 | xberg-io/kreuzberg | ⭐ 8.5k | Mcp |
| 8 | diegosouzapw/OmniRoute | ⭐ 6.7k | Mcp |
| 9 | langgenius/dify | ⭐ 146.2k | Orchestration |
| 10 | zeromicro/go-zero | ⭐ 33.2k | AI/ML |
| Signal | Why it matters |
|---|---|
| Repository activity | Stars, forks, language and last update provide a quick health snapshot |
| Practical summary | Concise English, Russian and Chinese context for faster evaluation |
| Fit and readiness | Use cases, integration notes, quality signals and production-readiness notes |
| Transparent score | A directional breakdown across usefulness, quality, integration, readiness, outlook and adoption |
graph LR
A[Approved discovery sources] --> B[AtlasRepo Scout]
B --> C[Score · Dedupe · Categorize]
C --> D[Summarize · Enrich]
D --> E[AtlasRepo platform]
D --> F[Open catalog]
- Discover — collect candidates from approved public sources.
- Normalize — deduplicate repositories and standardize metadata.
- Evaluate — score practical value, quality, integration fit, readiness, outlook and adoption.
- Enrich — add categories, summaries, use cases, quality signals and risk notes.
- Publish — update the AtlasRepo platform and this open catalog.
- Open Settings → Security and login and enable Developer mode.
- Open ChatGPT Plugins, select +, and create a connection named
AtlasRepo. - Set the MCP endpoint to
https://mcp.atlasrepo.com/mcp, create the connection, and review the discovered read-only tools.
Developer mode availability depends on your account and workspace policy. See the official OpenAI connection guide.
Plugin:
/plugin marketplace add Arnon-hs/atlasrepo-skills
/plugin install atlasrepo@atlasrepo-skills
/reload-plugins
Hosted MCP only:
claude mcp add --transport http atlasrepo https://mcp.atlasrepo.com/mcpLocal npm MCP instead:
claude mcp add --transport stdio atlasrepo -- npx -y atlasrepo-mcpBrowse the AtlasRepo Skills repository or inspect the scout-rest-api skill source. Claude plugin commands follow the official marketplace flow; MCP-only commands follow the official Claude MCP syntax.
index.json— machine-readable entry point, either a complete sorted index or a shard manifest for large snapshots.data/repos-*.json— machine-readable catalog shards when sharding is enabled.<category>/README.md— ranked category index.<category>/<owner>-<name>.md— human-readable project card with evidence and evaluation metadata.
Catalog records, scores, summaries and external installation commands are discovery aids, not endorsements or security guarantees. Verify repository ownership, current maintenance, dependencies, license compatibility and installation steps before adoption.
MIT for this repository's catalog metadata. See LICENSE. Linked repositories remain governed by their respective licenses.