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 | attestorFounding | Code Generation | 81.0 | 14 | 1 | 🟡 Stale | 87.0 | 74.0 | 68.0 | 91.0 |
| 2 | depguardFounding | Code Generation | 78.0 | 15 | 3 | 🟢 Active | 76.0 | 70.0 | 85.0 | 82.0 |
| 3 | mcp-apple-notesFounding | Multi-Step Reasoning | 77.5 | 12 | 2 | 🟡 Stale | 76.0 | 78.0 | 94.0 | 70.0 |
| 4 | AutoCAD MCP ProFounding | Content Generation | 72.0 | 17 | 1 | 🟢 Active | 76.0 | 68.0 | 70.0 | 72.0 |
| 5 | File Organizer MCPFounding | Multi-Step Reasoning | 72.0 | 42 | 1 | 🟡 Stale | 76.0 | 70.0 | 68.0 | 74.0 |
| 6 | Axme-codeFounding | Code Generation | 70.0 | 13 | 1 | 🟢 Active | 70.0 | 60.0 | 75.0 | 72.0 |
| 7 | ControlKeelFounding | Code Generation | 69.0 | 10 | 3 | 🟢 Active | 75.0 | 45.0 | 70.0 | 78.0 |
| 8 | ai-memoryFounding | Code Generation | 68.0 | 48 | 2 | 🟡 Stale | 70.0 | 65.0 | 80.0 | 60.0 |
| 9 | FNS Check MCP ServerFounding | Legal Summarization | 65.0 | 13 | 1 | 🟢 Active | 75.0 | 45.0 | 70.0 | 62.0 |
| 10 | korean-law-alio-mcpFounding | Legal Summarization | 60.0 | 14 | 1 | 🟡 Stale | 70.0 | 45.0 | 48.0 | 65.0 |
| 11 | SharkMCPFounding | Code Generation | 60.0 | 72 | 1 | 🟡 Stale | 68.0 | 50.0 | 65.0 | 55.0 |
| 12 | multi-gmail-mcpFounding | Multi-Step Reasoning | 59.0 | 15 | 1 | 🟡 Stale | 68.0 | 48.0 | 58.0 | 58.0 |
| 13 | claude-engramFounding | Code Generation | 58.5 | 17 | 2 | 🟢 Active | 68.0 | 45.0 | 52.0 | 60.0 |
| 14 | korean-people-personaFounding | Data Extraction | 57.0 | 21 | 1 | 🟡 Stale | 68.0 | 48.0 | 52.0 | 55.0 |
| 15 | memorywebFounding | Code Generation | 57.0 | 12 | 3 | 🟢 Active | 68.0 | 45.0 | 58.0 | 55.0 |
| 16 | patsnap-biology-modalityFounding | Multi-Step Reasoning | 55.0 | 25 | 5 | 🟢 Active | 62.0 | 50.0 | 48.0 | 58.0 |