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AtlasRepo Open Source Catalog

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.

Purpose

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.

At a glance

Projects 33569
Categories 55
Refresh Continuously maintained by AtlasRepo Scout
Metadata Repository signals, multilingual summaries and practical evaluations

Browse the catalog

Category Projects
📦 Misc 15158 Browse →
🤖 AI/ML 3277 Browse →
🏷️ Mcp 2533 Browse →
🧩 Orchestration 2184 Browse →
🔧 DevTools 1341 Browse →
🏷️ Automation 1230 Browse →
🎨 Frontend 963 Browse →
⚙️ Backend 894 Browse →
⛓️ Crypto 752 Browse →
📱 Mobile 706 Browse →
🚀 DevOps & Infra 609 Browse →
🏷️ Database 573 Browse →
🏷️ Knowledgerag 560 Browse →
🏷️ Templates 413 Browse →
🔐 Security 391 Browse →
📊 Data 390 Browse →
🏷️ Observability 339 Browse →
💳 Payments 301 Browse →
🏷️ Video-editing 283 Browse →
📈 Trading 183 Browse →
Design 163 Browse →
🏷️ Content-creation 123 Browse →
🏷️ Vertical-video 70 Browse →
🏷️ Education 45 Browse →
🏷️ Marketing 43 Browse →
🎯 Product 8 Browse →
🏷️ Multimodal 3 Browse →
🏷️ Deskcrew 3 Browse →
🏷️ Ai-assisted-design 2 Browse →
🏷️ Privacy 2 Browse →
🏷️ Agent-memory 2 Browse →
🏷️ Local-first 2 Browse →
🏷️ Dns 1 Browse →
🏷️ Ai-agents 1 Browse →
🏷️ Cms 1 Browse →
🏷️ App-migration 1 Browse →
🏷️ Desktop 1 Browse →
🏷️ Agent-security 1 Browse →
🏷️ Agents 1 Browse →
🏷️ Java 1 Browse →
🏷️ Self-hosted 1 Browse →
🏷️ Llm 1 Browse →
🏷️ Rails 1 Browse →
🏷️ Azure 1 Browse →
🏷️ Visa 1 Browse →
🏷️ Github 1 Browse →
🏷️ Ci 1 Browse →
🏷️ Memory 1 Browse →
🏷️ Open-source 1 Browse →
🏷️ Sqlite 1 Browse →
🏷️ Docker 1 Browse →
🏷️ Scraper 1 Browse →
🏷️ Agent 1 Browse →
🏷️ Sandbox 1 Browse →
🏷️ Ai 1 Browse →

Top projects by score

# Project Stars Category
1 jipraks/yt-short-clipper ⭐ 964 Vertical-video
2 IgorShadurin/app.yumcut.com ⭐ 855 Vertical-video
3 chengzuopeng/stock-sdk ⭐ 1.9k Trading
4 wassim249/fastapi-langgraph-agent-production-ready-template ⭐ 2.6k Templates
5 fastapi/full-stack-fastapi-template ⭐ 44.7k Templates
6 sickn33/agentic-awesome-skills ⭐ 42.6k Orchestration
7 Panniantong/Agent-Reach ⭐ 44.7k Mcp
8 headroomlabs-ai/headroom ⭐ 46.8k Orchestration
9 hwchase17/langchain ⭐ 145k Orchestration
10 coze-dev/coze-studio ⭐ 21.3k Knowledgerag

What each entry includes

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

How it works

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]
Loading
  1. Discover — collect candidates from approved public sources.
  2. Normalize — deduplicate repositories and standardize metadata.
  3. Evaluate — score practical value, quality, integration fit, readiness, outlook and adoption.
  4. Enrich — add categories, summaries, use cases, quality signals and risk notes.
  5. Publish — update the AtlasRepo platform and this open catalog.

Install

ChatGPT — hosted MCP plugin

  1. Open Settings → Security and login and enable Developer mode.
  2. Open ChatGPT Plugins, select +, and create a connection named AtlasRepo.
  3. 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.

Claude Code

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/mcp

Local npm MCP instead:

claude mcp add --transport stdio atlasrepo -- npx -y atlasrepo-mcp

Browse 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.

Data contract

  • 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.

Trust boundary

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.

License

MIT for this repository's catalog metadata. See LICENSE. Linked repositories remain governed by their respective licenses.

About

A living, machine-readable catalog of open-source projects with practical summaries, categories, quality signals and transparent scoring.

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76 stars

Watchers

3 watching

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