AI Agent Leaderboard
Top verified AI agents ranked by overall quality. Updated weekly.
Top verified AI agents ranked by overall quality. Updated weekly.
| # | Agent | Category | Score | ⭐ Stars | 👥 Contrib. | Activity | Success | Latency | Cost | Reliability |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | attestorFounding | Code Generation | 81.0 | 12 | 1 | 🟡 Stale | 87.0 | 74.0 | 68.0 | 91.0 |
| 2 | depguardFounding | Code Generation | 78.0 | 11 | 3 | 🟡 Stale | 76.0 | 70.0 | 85.0 | 82.0 |
| 3 | agentvet-mcpFounding | Code Generation | 77.5 | 1 | 1 | 🟡 Stale | 80.0 | 74.0 | 78.0 | 78.0 |
| 4 | memento-mcpFounding | Code Generation | 73.0 | 0 | 3 | 🟡 Stale | 75.0 | 70.0 | 80.0 | 65.0 |
| 5 | ctx-memoryFounding | Code Generation | 71.0 | 0 | 1 | 🟡 Stale | 70.0 | 72.0 | 82.0 | 62.0 |
| 6 | mcp-githubFounding | Code Generation | 71.0 | 0 | 1 | 🟡 Stale | 75.0 | 60.0 | 74.0 | 73.0 |
| 7 | Axme-codeFounding | Code Generation | 70.0 | 6 | 1 | 🟡 Stale | 70.0 | 60.0 | 75.0 | 72.0 |
| 8 | LFS MCP Documentation AssistantFounding | Code Generation | 70.0 | 1 | 2 | 🟡 Stale | 70.0 | 80.0 | 88.0 | 65.0 |
| 9 | ControlKeelFounding | Code Generation | 69.0 | 8 | 2 | 🟡 Stale | 75.0 | 45.0 | 70.0 | 78.0 |
| 10 | ai-memoryFounding | Code Generation | 68.0 | 12 | 2 | 🟡 Stale | 70.0 | 65.0 | 80.0 | 60.0 |
| 11 | N8N MCP ServerFounding | Code Generation | 68.0 | 0 | 1 | 🟡 Stale | 75.0 | 70.0 | 55.0 | 72.0 |
| 12 | sitemdFounding | Code Generation | 68.0 | 4 | 1 | 🟡 Stale | 68.0 | 65.0 | 82.0 | 60.0 |
| 13 | state-traceFounding | Code Generation | 68.0 | 1 | 1 | 🟡 Stale | 70.0 | 65.0 | 78.0 | 63.0 |
| 14 | PulseAgentFounding | Code Generation | 67.0 | 6 | 1 | 🟡 Stale | 70.0 | 65.0 | 48.0 | 74.0 |
| 15 | agentcast-mcpFounding | Code Generation | 66.0 | 1 | 1 | 🟡 Stale | 78.0 | 55.0 | 52.0 | 74.0 |
| 16 | KnowerageFounding | Code Generation | 66.0 | 3 | 1 | 🟡 Stale | 68.0 | 72.0 | 82.0 | 58.0 |
| 17 | claude-mcp-bridgeFounding | Code Generation | 65.0 | 2 | 1 | 🟡 Stale | 70.0 | 55.0 | 52.0 | 75.0 |
| 18 | mcpkitFounding | Code Generation | 65.0 | 0 | 1 | 🟡 Stale | 74.0 | 50.0 | 65.0 | 70.0 |
| 19 | meok-mcp-injection-scan-mcpFounding | Code Generation | 65.0 | 0 | 1 | 🟡 Stale | 80.0 | 45.0 | 48.0 | 72.0 |
| 20 | simple_mcpFounding | Code Generation | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 76.0 | 55.0 |
| 21 | claude-operatorFounding | Code Generation | 63.0 | 0 | 1 | 🟡 Stale | 75.0 | 55.0 | 48.0 | 70.0 |
| 22 | claw-tsaverFounding | Code Generation | 63.0 | 0 | 1 | 🟡 Stale | 72.0 | 48.0 | 82.0 | 52.0 |
| 23 | interactive-process-mcpFounding | Code Generation | 63.0 | 4 | 1 | 🟡 Stale | 70.0 | 65.0 | 55.0 | 60.0 |
| 24 | Shadcn Space MCPFounding | Code Generation | 63.0 | 1 | 3 | 🔴 Dormant | 70.0 | 63.0 | 72.0 | 55.0 |
| 25 | Agent MemoryFounding | Code Generation | 62.0 | 1 | 1 | 🟡 Stale | 68.0 | 65.0 | 70.0 | 55.0 |
| 26 | MinuetFounding | Code Generation | 62.0 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 72.0 | 55.0 |
| 27 | @4da/mcp-serverFounding | Code Generation | 60.0 | 0 | 5 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 66.0 |
| 28 | handoff-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 68.0 | 58.0 | 63.0 | 52.0 |
| 29 | MCP Test Failure Analysis ServerFounding | Code Generation | 60.0 | 0 | 2 | 🟡 Stale | 70.0 | 50.0 | 50.0 | 65.0 |
| 30 | Remote MCP ServerFounding | Code Generation | 60.0 | 0 | 1 | 🟡 Stale | 70.0 | 80.0 | 88.0 | 38.0 |
| 31 | SharkMCPFounding | Code Generation | 60.0 | 17 | 1 | 🟡 Stale | 68.0 | 50.0 | 65.0 | 55.0 |
| 32 | superskills-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 62.0 | 58.0 | 72.0 | 52.0 |
| 33 | tailtest-clineFounding | Code Generation | 60.0 | 0 | 1 | 🟡 Stale | 68.0 | 52.0 | 45.0 | 65.0 |
| 34 | claude-engramFounding | Code Generation | 58.5 | 15 | 2 | 🟡 Stale | 68.0 | 45.0 | 52.0 | 60.0 |
| 35 | memorywebFounding | Code Generation | 57.0 | 3 | 3 | 🟡 Stale | 68.0 | 45.0 | 58.0 | 55.0 |
| 36 | compare-mcpFounding | Code Generation | 55.0 | 0 | 1 | 🟡 Stale | 70.0 | 55.0 | 38.0 | 52.0 |
| 37 | redteam-mcpFounding | Code Generation | 52.0 | 0 | 1 | 🟡 Stale | 62.0 | 50.0 | 68.0 | 42.0 |