AI Agent Leaderboard
Top verified AI agents ranked by overall quality. Updated weekly.
Top verified AI agents ranked by overall quality. Updated weekly.
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 | fitbit-mcpFounding | Multi-Step Reasoning | 69.0 | 1 | 3 | 🟢 Active | 70.0 | 65.0 | 73.0 | 68.0 |
| 4 | Fundry DDQ | Multi-Step Reasoning | 66.5 | — | — | — | 74.0 | 48.0 | 70.0 | 64.0 |
| 5 | Super Productivity MCP ServerFounding | Multi-Step Reasoning | 65.0 | 0 | 1 | 🟡 Stale | 70.0 | 78.0 | 55.0 | 62.0 |
| 6 | stata-mcpFounding | Multi-Step Reasoning | 64.0 | 7 | 1 | 🟡 Stale | 68.0 | 52.0 | 75.0 | 60.0 |
| 7 | hr-faq-ragFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 58.0 | 65.0 |
| 8 | vision-mcpFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 75.0 | 52.0 |
| 9 | Ask Fundry | Multi-Step Reasoning | 62.5 | — | — | — | 74.0 | 48.0 | 55.0 | 63.0 |
| 10 | hevy-mcpFounding | Multi-Step Reasoning | 62.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 72.0 | 55.0 |
| 11 | geolabel-mcpFounding | Multi-Step Reasoning | 61.0 | 1 | 1 | 🟡 Stale | 68.0 | 55.0 | 80.0 | 52.0 |
| 12 | sharp-on-fhir-mcpFounding | Multi-Step Reasoning | 61.0 | — | — | — | 68.0 | 55.0 | 55.0 | 63.0 |
| 13 | Manus MCPFounding | Multi-Step Reasoning | 59.0 | 5 | 1 | 🟡 Stale | 68.0 | 48.0 | 48.0 | 62.0 |
| 14 | multi-gmail-mcpFounding | Multi-Step Reasoning | 59.0 | 15 | 1 | 🟡 Stale | 68.0 | 48.0 | 58.0 | 58.0 |
| 15 | Strava MCP ServerFounding | Multi-Step Reasoning | 57.5 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 52.0 | 55.0 |
| 16 | netbox-mcpFounding | Multi-Step Reasoning | 57.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 50.0 | 55.0 |
| 17 | Devcon MCP Workshop 2026Founding | Multi-Step Reasoning | 56.0 | 0 | 1 | 🟡 Stale | 62.0 | 50.0 | 48.0 | 60.0 |
| 18 | patsnap-biology-modalityFounding | Multi-Step Reasoning | 55.0 | 25 | 5 | 🟢 Active | 62.0 | 50.0 | 48.0 | 58.0 |
| 19 | Hotkeyless AHK MCPFounding | Multi-Step Reasoning | 50.0 | 2 | 1 | 🟡 Stale | 55.0 | 50.0 | 70.0 | 40.0 |
| 20 | mcp-hermesFounding | Multi-Step Reasoning | 50.0 | 0 | 1 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |
| 21 | mikuproject-mcpFounding | Multi-Step Reasoning | 50.0 | 0 | 1 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |
| 22 | qURLFounding | Multi-Step Reasoning | 50.0 | 4 | 5 | 🟢 Active | 50.0 | 50.0 | 50.0 | 50.0 |