Starepo

Search your GitHub starred repositories with semantic search.

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Features

• 🔍 Semantic Search - Natural language queries powered by local embeddings
• ⚡ Fast Keyword Search - Full-text search fallback for instant results
• 🔃 Flexible Sorting - Sort results by stars, forks, starred date, or updated date
• 🤖 MCP Server - Integrate with Claude Desktop, Cursor, and other AI tools
• 🔐 Zero Config - GitHub Device Flow authentication, no tokens needed
• 💾 Local Storage - All data stored locally with LanceDB (no compilation required)
• 🌍 Multilingual - Supports English, Chinese, and other languages

Installation

npm install -g starepo

Or use with npx (no installation required):

npx starepo <command>

Agent Integration (skills.sh)

Install the starepo skill into Claude Code, Cursor, and other AI agents with one command:

npx skills add yangyang0507/starepo

Once installed, your AI agent can search your GitHub stars directly. Just ask naturally:

"Find my starred repos about semantic search" "Show me TypeScript repos I starred this month"

MCP Server Integration

Starepo can run as an MCP server to integrate with AI assistants.

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "starepo": {
      "command": "starepo",
      "args": ["serve"]
    }
  }
}

Or if installed locally:

{
  "mcpServers": {
    "starepo": {
      "command": "npx",
      "args": ["starepo", "serve"]
    }
  }
}

Available MCP Tools

• search_stars(query?, language?, topic?, since?, until?, days?, limit?) - Search repositories with combined filters
• list_stars(query?, language?, topic?, since?, until?, days?, limit?) - List with combined filters
• get_star_info(full_name) - Get repository details
• sync_stars(force?) - Trigger smart or full sync from GitHub

MCP Resources

• starepo://stars - All starred repositories overview
• starepo://stars/{owner}/{repo} - Specific repository details (direct URI access; not enumerated in resources/list)

Quick Start

1. Authenticate with GitHub

starepo auth

Follow the prompts to authorize via GitHub Device Flow.

2. Sync Your Stars

# Smart sync (incremental if last_sync exists, full otherwise)
starepo sync

# Force full sync
starepo sync --force

# Skip embedding generation (faster)
starepo sync --no-embeddings

3. Search

# Semantic search (natural language)
starepo search "react state management library"
starepo search "ai design tool"

# Search with structured filters
starepo search "react" --lang TypeScript --topic hooks
starepo search --query "state" --since 2026-03-01 --until 2026-03-08
starepo search --lang TypeScript --days 7

# Limit results
starepo search "python web framework" --limit 5

# Sort results
starepo search "rust cli" --sort stars
starepo search "react" --sort forks --order asc

# JSON output
starepo search "rust cli" --json

Commands

auth

Authenticate with GitHub (runs automatically on first use).

starepo auth
starepo auth --force  # Re-authenticate

sync

Sync your GitHub starred repositories.

starepo sync                # Smart sync (incremental if synced before, full otherwise)
starepo sync --force        # Force full sync
starepo sync --no-embeddings # Skip embeddings

Note: First sync generates embeddings for semantic search (~0.5s per repo). For 1000+ stars, this takes ~10 minutes.

embed

Generate or regenerate embeddings for semantic search.

starepo embed              # Generate missing embeddings only
starepo embed --force      # Regenerate all embeddings

Use cases:

• Resume interrupted embedding generation
• Upgrade to a newer embedding model
• Fix corrupted embeddings

search [query]

Search your starred repositories.

starepo search "query"
starepo search --query "query"
starepo search "query" --limit 10
starepo search "query" --lang TypeScript --topic react
starepo search "query" --since 2026-03-01 --until 2026-03-08
starepo search --lang TypeScript --days 7
starepo search "query" --sort stars           # Sort by star count (desc)
starepo search "query" --sort forks --order asc  # Sort by forks ascending
starepo search "query" --json

Search modes:

• If embeddings exist: Hybrid search (vector + keyword)
• Otherwise: Keyword search (full-text fallback)

Sort options (--sort): relevance (default), stars, forks, starred, updated

Order options (--order): desc (default), asc

list

List your starred repositories with filters.

starepo list
starepo list --query "react"
starepo list --lang TypeScript
starepo list --topic ai
starepo list --since 2026-03-01 --until 2026-03-08
starepo list --days 7
starepo list --limit 20
starepo list --sort stars              # Sort by star count (desc)
starepo list --sort starred --order asc  # Oldest starred first
starepo list --sort updated            # Recently updated first
starepo list --json

Sort options (--sort): starred (default), stars, forks, updated

Order options (--order): desc (default), asc

info <owner/repo>

Show detailed information about a repository.

starepo info facebook/react

serve

Start the MCP server (stdio mode).

starepo serve

Configuration

All data is stored in XDG-compliant directories:

• Config: ~/.config/starepo/
  • auth.json - GitHub token
  • meta.json - Sync metadata
• Data: ~/.local/share/starepo/
  • lancedb/ - LanceDB database with embeddings

Architecture

Tech Stack

Search Strategy

L1: Keyword Search (FTS)

• LanceDB INVERTED index on name/description/topics
• Fallback to filter-based search if index unavailable
• Instant results, zero dependencies

L2: Vector Search

• Local embeddings via Xenova/bge-m3 (1024-dim)
• Cosine similarity ranking
• Supports natural language and multilingual queries

L3: Hybrid Search

• Combines vector + keyword results
• Deduplicates and re-ranks by relevance
• Best of both worlds

Development

# Clone the repository
git clone https://github.com/yourusername/starepo.git
cd starepo

# Install dependencies
npm install

# Build
npm run build

# Dev mode (with tsx)
npm run dev -- search "query"

# Type check
npx tsc --noEmit

# Test locally
npm link
starepo --help

Troubleshooting

No search results

Run starepo sync to ensure:

1. Data is synced from GitHub
2. Embeddings are generated (first sync only)

Slow first sync

Embedding generation takes ~0.5s per repo. For 1000+ stars:

• Use --no-embeddings for faster initial sync
• Generate embeddings later by running starepo sync again

Command not found after global install

Ensure npm global bin directory is in your PATH:

npm config get prefix
# Add <prefix>/bin to your PATH

License

MIT

Credits

Built with:

• LanceDB - Modern vector database
• Transformers.js - Local ML inference
• Octokit - GitHub API client
• MCP SDK - Model Context Protocol