AtlasRepo Open Source Catalog

Find the best open-source way to solve any task — for you or your AI agent.

Explore AtlasRepo · Documentation · Agent integrations · Machine-readable index

A living, auto-curated catalog of open-source projects, enriched with practical summaries, categories, quality signals and transparent scoring. Built by AtlasRepo Scout.

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	32,904
Categories	44
Refresh	Continuously maintained by AtlasRepo Scout
Metadata	Repository signals, multilingual summaries and practical evaluations

Browse the catalog

Category	Projects
📦 Misc	7674	Browse →
🤖 AI/ML	7657	Browse →
🎨 Frontend	2538	Browse →
🏷️ Mcp	2527	Browse →
🧩 Orchestration	2306	Browse →
🏷️ Automation	1676	Browse →
🔧 DevTools	1547	Browse →
⚙️ Backend	1176	Browse →
⛓️ Crypto	990	Browse →
🏷️ Knowledgerag	920	Browse →
🏷️ Database	793	Browse →
📊 Data	641	Browse →
📱 Mobile	409	Browse →
💳 Payments	351	Browse →
📈 Trading	327	Browse →
🚀 DevOps & Infra	296	Browse →
🔐 Security	236	Browse →
🏷️ Observability	193	Browse →
🏷️ Education	151	Browse →
✨ Design	121	Browse →
🏷️ Templates	81	Browse →
🏷️ Video-editing	80	Browse →
🏷️ Marketing	53	Browse →
🏷️ Vertical-video	52	Browse →
🎯 Product	47	Browse →
🏷️ Content-creation	39	Browse →
🏷️ Python	2	Browse →
🏷️ Self-hosting	2	Browse →
🏷️ Image-processing	2	Browse →
🏷️ Coding-agent	2	Browse →
🏷️ Ai	2	Browse →
🏷️ Ai-video	1	Browse →
🏷️ Lead-generation	1	Browse →
🏷️ Ai-coding-agents	1	Browse →
🏷️ Nlp	1	Browse →
🏷️ Linkedin	1	Browse →
🏷️ Web-scraping	1	Browse →
🏷️ Aws	1	Browse →
🏷️ Korean	1	Browse →
🏷️ Llm	1	Browse →
🏷️ Developer-tools	1	Browse →
🏷️ Windows	1	Browse →
🏷️ Ai-coding-agent	1	Browse →
🏷️ Open-source	1	Browse →

Top projects by score

#	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	xberg-io/xberg	⭐ 8.5k	Mcp
5	xberg-io/kreuzberg	⭐ 8.5k	Mcp
6	diegosouzapw/OmniRoute	⭐ 6.7k	Mcp
7	langgenius/dify	⭐ 146.2k	Orchestration
8	zeromicro/go-zero	⭐ 33.2k	AI/ML
9	wasp-lang/open-saas	⭐ 14.9k	Payments
10	firerpa/lamda	⭐ 7.9k	Mcp

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]

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.

Use with AI agents

The catalog supports direct browsing and grounded agent workflows. AtlasRepo Skills adds read-only search and recommendation flows for compatible coding agents; the hosted AtlasRepo MCP server exposes bounded catalog tools to compatible clients.

Data contract

index.json — machine-readable entry point, currently a compact manifest for the sharded catalog.
data/repos-*.json — catalog shards sorted by score, with up to 1,000 projects per shard.
<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.