⭐ My Starred Repos — v0.2

Curated Open-Source Directory & Machine-Readable Knowledge Hub

960+ hand-curated, production-tested GitHub repositories curated by Akash Priyadarshi.
Optimized for human developers exploring top tools and autonomous AI coding agents (Claude Code, Codex, Cursor, OpenClaw) needing instant, token-efficient project context.

Explore Web Dashboard • Read USAGE.md • API Reference • Categories Manifest

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⚡ Highlights

👤 For Humans	🤖 For AI Agents & Vibe Coders
Compact List & Card Modes — Dense single-line table view vs modern card grid	Vibe Coder Project Matcher — Zero-latency client-side relevance engine matching your README/idea to top repos
Local Bookmarks & Pinning — Save your shortlist to localStorage with zero login	REST Search API — Serverless /api/search endpoint with CORS for instant agent queries
1-Click git clone Copy — Instant clone commands copied directly to clipboard	Per-Category llms-*.txt — Dedicated token-optimized endpoints for individual domains
Instant Substring Search — Fuzzy search with / keyboard shortcut and live filter	MCP Compatibility — Drop-in tool definitions for Model Context Protocol agents
Topic Clusters Matrix — Clickable tags (AI Agents, MCP, Claude Skills, Rust CLI, Android)	Zero-Cost Architecture — Vanilla JS + Edge serverless, zero database, zero external dependencies

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🧭 Live Web Dashboard Features

• Bloom warm-amber "aura" theme: atmospheric dark UI with drifting amber/coral blooms, film grain, giant weighty-sans display type (Inter Tight) + Instrument Serif accent, and refined shadcn-grade controls.
• Project Relevance Matcher: Paste your project idea or README. The client-side engine calculates TF-IDF and weighted keyword overlap scores, ranking the top matching tools with percentage match pills (e.g. 98% Match).
• Keyboard-First Navigation: Press / anywhere to focus search; press Escape to reset.
• Progressive Batch Rendering: IntersectionObserver renders 60 cards per chunk, reducing initial DOM nodes from 7,100+ to ~450 for silky smooth 60fps scrolling and optimal Core Web Vitals (INP/LCP).
• SEO & GEO Optimizations: Valid Schema.org JSON-LD graph (WebApplication + Person entity graph), pre-rendered FAQ citation block for Google AI Overviews & Perplexity, and XML sitemaps.

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📡 REST Search API

Agents, scripts, and CLI tools can query the serverless endpoint directly:

GET https://my-starred-repos.vercel.app/api/search?q={query}&category={category}&lang={lang}&limit={limit}

Example Requests

# Query AI agent and MCP tools
curl -s "https://my-starred-repos.vercel.app/api/search?q=mcp&limit=5"

# Query high-performance Rust tools ( slugs like dev-tools / ai auto-normalize to display names )
curl -s "https://my-starred-repos.vercel.app/api/search?category=dev-tools&lang=rust&limit=10"

Response Schema

{
  "schema_version": "0.2",
  "total_tracked": 964,
  "total_matches": 15,
  "limit": 5,
  "query": "mcp",
  "category": null,
  "language": null,
  "results": [
    {
      "full_name": "modelcontextprotocol/servers",
      "stars": 45120,
      "language": "TypeScript",
      "description": "Model Context Protocol Servers",
      "category": "AI & Agents",
      "url": "https://github.com/modelcontextprotocol/servers",
      "last_updated": "2026-08-27T10:14:02Z",
      "license": "MIT",
      "forks": 4120,
      "topics": ["ai", "mcp", "agent", "protocol"]
    }
  ]
}

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🤖 Model Context Protocol (MCP) Tool Integration

Add this tool definition to Claude Code, Cursor, or your MCP agent configuration:

{
  "name": "search_starred_repos",
  "description": "Search 960+ hand-curated high-performance GitHub repositories across AI agents, MCP, Rust CLI, Android internals, and developer tools.",
  "parameters": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Search query (e.g. 'mcp server', 'rust grep', 'android binder')"
      },
      "category": {
        "type": "string",
        "description": "Optional category: 'AI & Agents', 'Dev Tools', 'Mobile', 'Security', 'Web Automation', 'LLM & RAG', 'Web Dev', 'Other', 'Media', 'Databases', 'DevOps' (slugs like 'ai', 'dev-tools' also accepted)"
      },
      "limit": {
        "type": "number",
        "description": "Max results (1-50, default 10)"
      }
    },
    "required": ["query"]
  }
}

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📚 Machine Context (llms.txt) Endpoints

Endpoint	Description
/llms.txt	Top 100 Starred Repos + Topic Taxonomy + Category Manifest
/llms-full.txt	All 960+ Starred Repos with full metadata
/llms-ai-agents.txt	AI & Agents Category (539 repos)
/llms-dev-tools.txt	Dev Tools & CLI Utilities (74 repos)
/llms-mobile.txt	Android & Mobile Internals (50 repos)
/llms-web-automation.txt	Web Automation & Scraping (29 repos)
/llms-llm-rag.txt	LLM & RAG Frameworks (16 repos)
/llms-web-dev.txt	Web Dev Frameworks (11 repos)
/llms-security.txt	Security & Pentesting (10 repos)
/llms-other.txt	Other / Unclassified (207 repos)
/llms-media.txt	Media & Video/Audio (21 repos)
/llms-databases.txt	Databases & ORMs (2 repos)
/llms-devops.txt	DevOps & Infra (5 repos)

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🗂️ Categories Manifest

Category	Repos	Primary Technologies	Description
AI & Agents	530+	Python, TypeScript, Rust	Multi-agent frameworks, Claude Code skills, MCP servers, autonomous agents
Dev Tools	70+	Rust, Zig, Go, C++	High-performance CLI tools, terminal emulators, compilers, token-efficient tools
Mobile	50+	Kotlin, Dart, Swift	Android internals, TDLib native builds, Flutter offline-first architecture
Web Automation	30+	TypeScript, Python	Headless browsers, crawler APIs, anti-bot scrapers, Playwright utilities
LLM & RAG	16+	Python, TypeScript	Vector embeddings, RAG pipelines, semantic search engines
Web Dev	11+	Next.js, React, Tailwind	Full-stack frameworks, design systems, modern web tools
Security	10+	Rust, Python, Go	Reverse engineering, forensics, memory inspection, vulnerability testing
DevOps & DBs	10+	Go, Shell, SQL	Docker, Kubernetes, SQLite/Postgres ORMs, infrastructure as code

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🏗️ Architecture & Data Pipeline

GitHub API (User Stars)
         │
         ▼
 ┌─────────────────┐
 │ fetch_stars.py  │ ◄─── Auto-syncs weekly (Sunday 00:00 UTC) + on-demand
 └────────┬────────┘
          │
          ▼ writes repos_output.json (Single Source of Truth)
 ┌─────────────────┐
 │  build_site.py  │ ───► index.html (Baked SEO + Project Matcher UI)
 └────────┬────────┘ ───► llms.txt, llms-full.txt, llms-*.txt
          │          ───► sitemap.xml
          ▼
 Vercel Edge CDN + Serverless API (/api/search)

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💻 Local Development

# 1. Verify script syntax
node --check app.js api/search.js
python -m py_compile fetch_stars.py build_site.py generate_assets.py

# 2. Rebuild site artifacts
python build_site.py

# 3. Start local development server
python3 -m http.server 8080
# Open http://localhost:8080

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📄 License

CUSTOM • Built with pride by Akash Priyadarshi.