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 | 35647 |
| Categories | 195 |
| Refresh | Continuously maintained by AtlasRepo Scout |
| Metadata | Repository signals, multilingual summaries and practical evaluations |
| Category | Projects | |
|---|---|---|
| 📦 Misc | 13356 | Browse → |
| 🤖 AI/ML | 4091 | Browse → |
| 🏷️ Mcp | 2604 | Browse → |
| 🧩 Orchestration | 2219 | Browse → |
| 🔧 DevTools | 1537 | Browse → |
| 🏷️ Automation | 1280 | Browse → |
| ⚙️ Backend | 897 | Browse → |
| 🎨 Frontend | 855 | Browse → |
| ⛓️ Crypto | 765 | Browse → |
| 🏷️ Documents | 618 | Browse → |
| 🏷️ Networking | 607 | Browse → |
| 🏷️ Knowledgerag | 571 | Browse → |
| 📱 Mobile | 562 | Browse → |
| 🏷️ Cloud--storage | 557 | Browse → |
| 🏷️ Database | 474 | Browse → |
| 🚀 DevOps & Infra | 469 | Browse → |
| 🏷️ Templates | 423 | Browse → |
| 🔐 Security | 382 | Browse → |
| 🏷️ Communication | 377 | Browse → |
| 🏷️ Video-editing | 356 | Browse → |
| 📊 Data | 324 | Browse → |
| 💳 Payments | 316 | Browse → |
| 🏷️ Games--graphics | 315 | Browse → |
| 🏷️ Productivity | 299 | Browse → |
| 🏷️ Observability | 265 | Browse → |
| 🏷️ Libraries--sdks | 239 | Browse → |
| 📈 Trading | 189 | Browse → |
| ✨ Design | 152 | Browse → |
| 🏷️ Content-creation | 129 | Browse → |
| 🏷️ Vertical-video | 79 | Browse → |
| 🏷️ Education | 29 | Browse → |
| 🏷️ Ai | 29 | Browse → |
| 🏷️ Marketing | 28 | Browse → |
| 🏷️ Ai-agents | 9 | Browse → |
| 🏷️ Llm | 8 | Browse → |
| 🎯 Product | 6 | Browse → |
| 🏷️ Python | 5 | Browse → |
| 🏷️ Autonomous-agent | 5 | Browse → |
| 🏷️ Self-hosting | 5 | Browse → |
| 🏷️ Aws | 5 | Browse → |
| 🏷️ Local-first | 4 | Browse → |
| 🏷️ Rust | 4 | Browse → |
| 🏷️ Escrow | 4 | Browse → |
| 🏷️ Self-hosted | 3 | Browse → |
| 🏷️ Open-source | 3 | Browse → |
| 🏷️ Ai-coding | 3 | Browse → |
| 🏷️ Claude-code | 3 | Browse → |
| 🏷️ Documentation | 3 | Browse → |
| 🏷️ Ml | 3 | Browse → |
| 🏷️ Net | 3 | Browse → |
| 🏷️ Offline-first | 3 | Browse → |
| 🏷️ Monorepo | 3 | Browse → |
| 🏷️ Ai-agent | 3 | Browse → |
| 🏷️ Edge-computing | 2 | Browse → |
| 🏷️ Excel | 2 | Browse → |
| 🏷️ Macos | 2 | Browse → |
| 🏷️ Skill-evolution | 2 | Browse → |
| 🏷️ Wordpress | 2 | Browse → |
| 🏷️ Offline-translation | 2 | Browse → |
| 🏷️ Windows | 2 | Browse → |
| 🏷️ Audio | 2 | Browse → |
| 🏷️ Agent-first | 2 | Browse → |
| 🏷️ Browser | 2 | Browse → |
| 🏷️ Ci | 2 | Browse → |
| 🏷️ Ai-coding-agents | 2 | Browse → |
| 🏷️ Coding-agents | 2 | Browse → |
| 🏷️ Desktop | 2 | Browse → |
| 🏷️ Headless-cms | 2 | Browse → |
| 🏷️ Webhooks | 2 | Browse → |
| 🏷️ Local-deployment | 2 | Browse → |
| 🏷️ Go | 2 | Browse → |
| 🏷️ Rewriting | 2 | Browse → |
| 🏷️ Apify | 2 | Browse → |
| 🏷️ Tmux | 2 | Browse → |
| 🏷️ Agent-security | 2 | Browse → |
| 🏷️ Harness | 2 | Browse → |
| 🏷️ Semantic-search | 2 | Browse → |
| 🏷️ Open-data | 2 | Browse → |
| 🏷️ Npm | 2 | Browse → |
| 🏷️ Ai-integration | 2 | Browse → |
| 🏷️ Remote-coding | 1 | Browse → |
| 🏷️ Ai-image-generation | 1 | Browse → |
| 🏷️ Secrets-management | 1 | Browse → |
| 🏷️ Rag | 1 | Browse → |
| 🏷️ Agent-based-development | 1 | Browse → |
| 🏷️ Markdown | 1 | Browse → |
| 🏷️ Benchmark | 1 | Browse → |
| 🏷️ Selfhosting | 1 | Browse → |
| 🏷️ Ticketing | 1 | Browse → |
| 🏷️ Local-rag | 1 | Browse → |
| 🏷️ Multi-language | 1 | Browse → |
| 🏷️ Proactive-ai | 1 | Browse → |
| 🏷️ Coding-agent | 1 | Browse → |
| 🏷️ Economic-data | 1 | Browse → |
| 🏷️ Document-automation | 1 | Browse → |
| 🏷️ Cro | 1 | Browse → |
| 🏷️ Seed4j | 1 | Browse → |
| 🏷️ Localization | 1 | Browse → |
| 🏷️ Data-integrity | 1 | Browse → |
| 🏷️ Browser-automation | 1 | Browse → |
| 🏷️ Reverse-engineering | 1 | Browse → |
| 🏷️ Developer-tools | 1 | Browse → |
| 🏷️ Rclone | 1 | Browse → |
| 🏷️ Content-parity | 1 | Browse → |
| 🏷️ Esp-idf | 1 | Browse → |
| 🏷️ Profinet | 1 | Browse → |
| 🏷️ Web-games | 1 | Browse → |
| 🏷️ Algorithmic-trading | 1 | Browse → |
| 🏷️ Privacy | 1 | Browse → |
| 🏷️ Ifttt | 1 | Browse → |
| 🏷️ Apx | 1 | Browse → |
| 🏷️ Android | 1 | Browse → |
| 🏷️ Vector-search | 1 | Browse → |
| 🏷️ Reactive-agents | 1 | Browse → |
| 🏷️ Self-hosted-analytics | 1 | Browse → |
| 🏷️ Remote-support | 1 | Browse → |
| 🏷️ Igaming | 1 | Browse → |
| 🏷️ Ai-governance | 1 | Browse → |
| 🏷️ Bug-repro | 1 | Browse → |
| 🏷️ Git | 1 | Browse → |
| 🏷️ Learning | 1 | Browse → |
| 🏷️ Legal-tech | 1 | Browse → |
| 🏷️ Mutation-testing | 1 | Browse → |
| 🏷️ Sql | 1 | Browse → |
| 🏷️ Website-analysis | 1 | Browse → |
| 🏷️ Session-replay | 1 | Browse → |
| 🏷️ Financial-data | 1 | Browse → |
| 🏷️ Secrets | 1 | Browse → |
| 🏷️ Css-art | 1 | Browse → |
| 🏷️ Booking | 1 | Browse → |
| 🏷️ Agent-skills | 1 | Browse → |
| 🏷️ Web-scraping | 1 | Browse → |
| 🏷️ Feishu | 1 | Browse → |
| 🏷️ Vpn | 1 | Browse → |
| 🏷️ Deepseek | 1 | Browse → |
| 🏷️ Ai-code-review | 1 | Browse → |
| 🏷️ Backtesting | 1 | Browse → |
| 🏷️ Operating-systems | 1 | Browse → |
| 🏷️ Disaster-recovery | 1 | Browse → |
| 🏷️ React | 1 | Browse → |
| 🏷️ Kubernetes | 1 | Browse → |
| 🏷️ Koha | 1 | Browse → |
| 🏷️ Multi-tenant | 1 | Browse → |
| 🏷️ Agent-loop | 1 | Browse → |
| 🏷️ Laravel | 1 | Browse → |
| 🏷️ Oracle | 1 | Browse → |
| 🏷️ Bug-bounty | 1 | Browse → |
| 🏷️ Performance | 1 | Browse → |
| 🏷️ Minecraft | 1 | Browse → |
| 🏷️ Risk-modeling | 1 | Browse → |
| 🏷️ Agent-commerce | 1 | Browse → |
| 🏷️ Cursor | 1 | Browse → |
| 🏷️ Chatgpt | 1 | Browse → |
| 🏷️ Investment | 1 | Browse → |
| 🏷️ C | 1 | Browse → |
| 🏷️ Openclaw | 1 | Browse → |
| 🏷️ Multi-agent | 1 | Browse → |
| 🏷️ Apple-music | 1 | Browse → |
| 🏷️ Kanban | 1 | Browse → |
| 🏷️ Embedded | 1 | Browse → |
| 🏷️ Ai-contributions | 1 | Browse → |
| 🏷️ Dex | 1 | Browse → |
| 🏷️ Personal-website | 1 | Browse → |
| 🏷️ Serverless | 1 | Browse → |
| 🏷️ Thread-dump | 1 | Browse → |
| 🏷️ Cloudflare | 1 | Browse → |
| 🏷️ Micropayments | 1 | Browse → |
| 🏷️ Spring-boot | 1 | Browse → |
| 🏷️ Ide | 1 | Browse → |
| 🏷️ Quantum-computing | 1 | Browse → |
| 🏷️ Rpa | 1 | Browse → |
| 🏷️ Astro | 1 | Browse → |
| 🏷️ Expense-management | 1 | Browse → |
| 🏷️ Bot-protection | 1 | Browse → |
| 🏷️ Budgeting | 1 | Browse → |
| 🏷️ Vectorization | 1 | Browse → |
| 🏷️ Ttrpg | 1 | Browse → |
| 🏷️ Blockchain | 1 | Browse → |
| 🏷️ Peertopeer | 1 | Browse → |
| 🏷️ Dart | 1 | Browse → |
| 🏷️ Google-tasks | 1 | Browse → |
| 🏷️ Ocr | 1 | Browse → |
| 🏷️ Vector-similarity | 1 | Browse → |
| 🏷️ Local-ai | 1 | Browse → |
| 🏷️ Local-llm | 1 | Browse → |
| 🏷️ Ajax | 1 | Browse → |
| 🏷️ Tiny-llm | 1 | Browse → |
| 🏷️ Pomodoro | 1 | Browse → |
| 🏷️ N8n | 1 | Browse → |
| 🏷️ Agents | 1 | Browse → |
| 🏷️ Auditability | 1 | Browse → |
| 🏷️ React-native | 1 | Browse → |
| 🏷️ Cost-estimation | 1 | Browse → |
| 🏷️ Qa | 1 | Browse → |
| 🏷️ Scheduler | 1 | Browse → |
| # | Project | Stars | Category |
|---|---|---|---|
| 1 | sickn33/agentic-awesome-skills | ⭐ 42.6k | Orchestration |
| 2 | Panniantong/Agent-Reach | ⭐ 44.7k | Mcp |
| 3 | headroomlabs-ai/headroom | ⭐ 46.8k | Orchestration |
| 4 | wasp-lang/open-saas | ⭐ 14.9k | Templates |
| 5 | xberg-io/xberg | ⭐ 8.5k | Mcp |
| 6 | xberg-io/kreuzberg | ⭐ 8.5k | Mcp |
| 7 | diegosouzapw/OmniRoute | ⭐ 6.7k | Mcp |
| 8 | langgenius/dify | ⭐ 146.2k | Orchestration |
| 9 | zeromicro/go-zero | ⭐ 33.2k | AI/ML |
| 10 | firerpa/lamda | ⭐ 7.9k | Mcp |
| 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.