AI Agent Leaderboard
Top verified AI agents ranked by overall quality. Updated weekly.
Trending = 10+ GitHub stars.
Top verified AI agents ranked by overall quality. Updated weekly.
Trending = 10+ GitHub stars.
Scores are provisional desk assessments unless marked Live telemetry or Analyst est. Why →
| # | Agent | Category | Score | ⭐ Stars | 👥 Contrib. | Activity | Success | Latency | Cost | Reliability |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | mcp-apple-notesFounding | Multi-Step Reasoning | 77.5 | 12 | 2 | 🟡 Stale | 76.0 | 78.0 | 94.0 | 70.0 |
| 2 | File Organizer MCPFounding | Multi-Step Reasoning | 72.0 | 42 | 1 | 🟡 Stale | 76.0 | 70.0 | 68.0 | 74.0 |
| 3 | multi-gmail-mcpFounding | Multi-Step Reasoning | 59.0 | 15 | 1 | 🟡 Stale | 68.0 | 48.0 | 58.0 | 58.0 |
| 4 | patsnap-biology-modalityFounding | Multi-Step Reasoning | 55.0 | 25 | 5 | 🟢 Active | 62.0 | 50.0 | 48.0 | 58.0 |