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 | mcp-apple-notesFounding | Multi-Step Reasoning | 77.5 | 3 | 2 | 🟡 Stale | 76.0 | 78.0 | 94.0 | 70.0 |
| 5 | EGRUL MCP ServerFounding | Legal Summarization | 75.0 | 0 | 1 | 🟡 Stale | 75.0 | 84.0 | 90.0 | 68.0 |
| 6 | memento-mcpFounding | Code Generation | 73.0 | 0 | 3 | 🟡 Stale | 75.0 | 70.0 | 80.0 | 65.0 |
| 7 | AutoCAD MCP ProFounding | Content Generation | 72.0 | 0 | 1 | 🟡 Stale | 76.0 | 68.0 | 70.0 | 72.0 |
| 8 | File Organizer MCPFounding | Multi-Step Reasoning | 72.0 | 35 | 1 | 🟡 Stale | 76.0 | 70.0 | 68.0 | 74.0 |
| 9 | ctx-memoryFounding | Code Generation | 71.0 | 0 | 1 | 🟡 Stale | 70.0 | 72.0 | 82.0 | 62.0 |
| 10 | etsy-mcpFounding | Data Extraction | 71.0 | 0 | 1 | 🟡 Stale | 75.0 | 62.0 | 74.0 | 74.0 |
| 11 | mcp-cbr-ratesFounding | Financial Analysis | 71.0 | 0 | 1 | 🟡 Stale | 76.0 | 70.0 | 88.0 | 65.0 |
| 12 | mcp-githubFounding | Code Generation | 71.0 | 0 | 1 | 🟡 Stale | 75.0 | 60.0 | 74.0 | 73.0 |
| 13 | Axme-codeFounding | Code Generation | 70.0 | 6 | 1 | 🟡 Stale | 70.0 | 60.0 | 75.0 | 72.0 |
| 14 | LFS MCP Documentation AssistantFounding | Code Generation | 70.0 | 1 | 2 | 🟡 Stale | 70.0 | 80.0 | 88.0 | 65.0 |
| 15 | open-museum-mcpFounding | Content Generation | 70.0 | 3 | 2 | 🟡 Stale | 80.0 | 52.0 | 72.0 | 68.0 |
| 16 | lemon-cake-mcpFounding | Financial Analysis | 69.5 | 0 | 1 | 🟡 Stale | 75.0 | 52.0 | 80.0 | 68.0 |
| 17 | ControlKeelFounding | Code Generation | 69.0 | 8 | 2 | 🟡 Stale | 75.0 | 45.0 | 70.0 | 78.0 |
| 18 | fitbit-mcpFounding | Multi-Step Reasoning | 69.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 73.0 | 68.0 |
| 19 | ai-memoryFounding | Code Generation | 68.0 | 12 | 2 | 🟡 Stale | 70.0 | 65.0 | 80.0 | 60.0 |
| 20 | GetMonitor MCP ServerFounding | Customer Support | 68.0 | 0 | 1 | 🟡 Stale | 72.0 | 50.0 | 73.0 | 70.0 |
| 21 | N8N MCP ServerFounding | Code Generation | 68.0 | 0 | 1 | 🟡 Stale | 75.0 | 70.0 | 55.0 | 72.0 |
| 22 | sitemdFounding | Code Generation | 68.0 | 4 | 1 | 🟡 Stale | 68.0 | 65.0 | 82.0 | 60.0 |
| 23 | state-traceFounding | Code Generation | 68.0 | 1 | 1 | 🟡 Stale | 70.0 | 65.0 | 78.0 | 63.0 |
| 24 | PulseAgentFounding | Code Generation | 67.0 | 6 | 1 | 🟡 Stale | 70.0 | 65.0 | 48.0 | 74.0 |
| 25 | Quiver-MCPFounding | Content Generation | 67.0 | 1 | 1 | 🟡 Stale | 75.0 | 55.0 | 80.0 | 60.0 |
| 26 | aapl-ads-mcpFounding | Data Extraction | 66.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 75.0 | 65.0 |
| 27 | agentcast-mcpFounding | Code Generation | 66.0 | 1 | 1 | 🟡 Stale | 78.0 | 55.0 | 52.0 | 74.0 |
| 28 | KnowerageFounding | Code Generation | 66.0 | 3 | 1 | 🟡 Stale | 68.0 | 72.0 | 82.0 | 58.0 |
| 29 | claude-mcp-bridgeFounding | Code Generation | 65.0 | 2 | 1 | 🟡 Stale | 70.0 | 55.0 | 52.0 | 75.0 |
| 30 | FNS Check MCP ServerFounding | Legal Summarization | 65.0 | 0 | 1 | 🟡 Stale | 75.0 | 45.0 | 70.0 | 62.0 |
| 31 | linkedin-campaign-manager-mcpFounding | Data Extraction | 65.0 | 4 | 1 | 🟡 Stale | 75.0 | 45.0 | 68.0 | 62.0 |
| 32 | mcpkitFounding | Code Generation | 65.0 | 0 | 1 | 🟡 Stale | 74.0 | 50.0 | 65.0 | 70.0 |
| 33 | meok-mcp-injection-scan-mcpFounding | Code Generation | 65.0 | 0 | 1 | 🟡 Stale | 80.0 | 45.0 | 48.0 | 72.0 |
| 34 | Super Productivity MCP ServerFounding | Multi-Step Reasoning | 65.0 | 0 | 1 | 🟡 Stale | 70.0 | 78.0 | 55.0 | 62.0 |
| 35 | Frappe MCPFounding | Financial Analysis | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 75.0 | 63.0 |
| 36 | mcp-lad-lviv-uaFounding | Data Extraction | 64.0 | 2 | 4 | 🟡 Stale | 70.0 | 65.0 | 73.0 | 55.0 |
| 37 | propublica-npo-mcpFounding | Financial Analysis | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 78.0 | 60.0 |
| 38 | qbo-mcpFounding | Financial Analysis | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 70.0 | 63.0 |
| 39 | simple_mcpFounding | Code Generation | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 76.0 | 55.0 |
| 40 | stata-mcpFounding | Multi-Step Reasoning | 64.0 | 4 | 1 | 🟡 Stale | 68.0 | 52.0 | 75.0 | 60.0 |
| 41 | claude-operatorFounding | Code Generation | 63.0 | 0 | 1 | 🟡 Stale | 75.0 | 55.0 | 48.0 | 70.0 |
| 42 | claw-tsaverFounding | Code Generation | 63.0 | 0 | 1 | 🟡 Stale | 72.0 | 48.0 | 82.0 | 52.0 |
| 43 | Google Analytics MCP ServerFounding | Data Extraction | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 73.0 | 52.0 |
| 44 | hr-faq-ragFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 58.0 | 65.0 |
| 45 | interactive-process-mcpFounding | Code Generation | 63.0 | 4 | 1 | 🟡 Stale | 70.0 | 65.0 | 55.0 | 60.0 |
| 46 | miniMCPFounding | Data Extraction | 63.0 | 0 | 1 | 🟡 Stale | 62.0 | 70.0 | 88.0 | 52.0 |
| 47 | sellercloud-mcpFounding | Data Extraction | 63.0 | 0 | 1 | 🟡 Stale | 68.0 | 65.0 | 72.0 | 55.0 |
| 48 | Shadcn Space MCPFounding | Code Generation | 63.0 | 1 | 3 | 🔴 Dormant | 70.0 | 63.0 | 72.0 | 55.0 |
| 49 | SubDownloadFounding | Data Extraction | 63.0 | 2 | 1 | 🟡 Stale | 68.0 | 65.0 | 72.0 | 55.0 |
| 50 | vision-mcpFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 75.0 | 52.0 |
| 51 | Agent MemoryFounding | Code Generation | 62.0 | 1 | 1 | 🟡 Stale | 68.0 | 65.0 | 70.0 | 55.0 |
| 52 | drupal-mcpFounding | Content Generation | 62.0 | 0 | 3 | 🟡 Stale | 68.0 | 58.0 | 70.0 | 55.0 |
| 53 | hevy-mcpFounding | Multi-Step Reasoning | 62.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 72.0 | 55.0 |
| 54 | MinuetFounding | Code Generation | 62.0 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 72.0 | 55.0 |
| 55 | @avclabs.ai/enhance-mcpFounding | Content Generation | 61.0 | 0 | 2 | 🟡 Stale | 70.0 | 60.0 | 52.0 | 58.0 |
| 56 | geolabel-mcpFounding | Multi-Step Reasoning | 61.0 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 80.0 | 52.0 |
| 57 | sharp-on-fhir-mcpFounding | Multi-Step Reasoning | 61.0 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 55.0 | 63.0 |
| 58 | mcp-reunionFounding | Data Extraction | 60.5 | 0 | 2 | 🟡 Stale | 70.0 | 48.0 | 65.0 | 55.0 |
| 59 | @4da/mcp-serverFounding | Code Generation | 60.0 | 0 | 5 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 66.0 |
| 60 | handoff-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 68.0 | 58.0 | 63.0 | 52.0 |
| 61 | highgo-mcpFounding | Data Extraction | 60.0 | 0 | 2 | 🟡 Stale | 70.0 | 50.0 | 52.0 | 60.0 |
| 62 | Hostaway-mcpFounding | Data Extraction | 60.0 | 1 | 1 | 🟡 Stale | 70.0 | 50.0 | 55.0 | 65.0 |
| 63 | korean-law-alio-mcpFounding | Legal Summarization | 60.0 | 7 | 1 | 🟡 Stale | 70.0 | 45.0 | 48.0 | 65.0 |
| 64 | MCP CMF ToolsFounding | Financial Analysis | 60.0 | 2 | 1 | 🟡 Stale | 70.0 | 48.0 | 60.0 | 60.0 |
| 65 | MCP Test Failure Analysis ServerFounding | Code Generation | 60.0 | 0 | 2 | 🟡 Stale | 70.0 | 50.0 | 50.0 | 65.0 |
| 66 | Remote MCP ServerFounding | Code Generation | 60.0 | 0 | 1 | 🟡 Stale | 70.0 | 80.0 | 88.0 | 38.0 |
| 67 | SharkMCPFounding | Code Generation | 60.0 | 17 | 1 | 🟡 Stale | 68.0 | 50.0 | 65.0 | 55.0 |
| 68 | superskills-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 62.0 | 58.0 | 72.0 | 52.0 |
| 69 | tailtest-clineFounding | Code Generation | 60.0 | 0 | 1 | 🟡 Stale | 68.0 | 52.0 | 45.0 | 65.0 |
| 70 | echo3s-ioFounding | Content Generation | 59.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 65.0 | 52.0 |
| 71 | hubspot-mcpFounding | Data Extraction | 59.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 58.0 |
| 72 | koreafilings-mcpFounding | Financial Analysis | 59.0 | 0 | 1 | 🟡 Stale | 68.0 | 45.0 | 75.0 | 50.0 |
| 73 | Manus MCPFounding | Multi-Step Reasoning | 59.0 | 4 | 1 | 🟡 Stale | 68.0 | 48.0 | 48.0 | 62.0 |
| 74 | multi-gmail-mcpFounding | Multi-Step Reasoning | 59.0 | 3 | 1 | 🟡 Stale | 68.0 | 48.0 | 58.0 | 58.0 |
| 75 | SocialRouter MCP ServerFounding | Data Extraction | 59.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 55.0 |
| 76 | SocialRouter MCP ServerFounding | Data Extraction | 59.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 55.0 |
| 77 | claude-engramFounding | Code Generation | 58.5 | 15 | 2 | 🟡 Stale | 68.0 | 45.0 | 52.0 | 60.0 |
| 78 | clipwise-mcpFounding | Content Generation | 58.0 | 0 | 1 | 🟡 Stale | 68.0 | 45.0 | 52.0 | 55.0 |
| 79 | odoo-mcpFounding | Data Extraction | 58.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 52.0 | 60.0 |
| 80 | Strava MCP ServerFounding | Multi-Step Reasoning | 57.5 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 52.0 | 55.0 |
| 81 | korean-people-personaFounding | Data Extraction | 57.0 | 11 | 1 | 🟡 Stale | 68.0 | 48.0 | 52.0 | 55.0 |
| 82 | Lunch Money MCP ServerFounding | Financial Analysis | 57.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 50.0 | 55.0 |
| 83 | memorywebFounding | Code Generation | 57.0 | 3 | 3 | 🟡 Stale | 68.0 | 45.0 | 58.0 | 55.0 |
| 84 | netbox-mcpFounding | Multi-Step Reasoning | 57.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 50.0 | 55.0 |
| 85 | tradier-mcpFounding | Financial Analysis | 57.0 | 0 | 2 | 🟡 Stale | 68.0 | 45.0 | 58.0 | 55.0 |
| 86 | Devcon MCP Workshop 2026Founding | Multi-Step Reasoning | 56.0 | 0 | 1 | 🟡 Stale | 62.0 | 50.0 | 48.0 | 60.0 |
| 87 | compare-mcpFounding | Code Generation | 55.0 | 0 | 1 | 🟡 Stale | 70.0 | 55.0 | 38.0 | 52.0 |
| 88 | Hostkit MCPFounding | Data Extraction | 55.0 | 0 | 1 | 🟡 Stale | 65.0 | 50.0 | 55.0 | 50.0 |
| 89 | patsnap-biology-modalityFounding | Multi-Step Reasoning | 55.0 | 1 | 3 | 🟡 Stale | 62.0 | 50.0 | 48.0 | 58.0 |
| 90 | Perspective AIFounding | Customer Support | 55.0 | 4 | 1 | 🟡 Stale | 68.0 | 45.0 | 48.0 | 52.0 |
| 91 | videolab-mcpFounding | Content Generation | 54.0 | 0 | 1 | 🟡 Stale | 68.0 | 38.0 | 42.0 | 52.0 |
| 92 | Kamy-pluginFounding | Content Generation | 53.0 | 0 | 2 | 🟡 Stale | 60.0 | 45.0 | 55.0 | 50.0 |
| 93 | Sahmk MCPFounding | Financial Analysis | 53.0 | 0 | 2 | 🟡 Stale | 65.0 | 45.0 | 50.0 | 50.0 |
| 94 | redteam-mcpFounding | Code Generation | 52.0 | 0 | 1 | 🟡 Stale | 62.0 | 50.0 | 68.0 | 42.0 |
| 95 | baselings-mcpFounding | Financial Analysis | 50.0 | 0 | 1 | 🟡 Stale | 58.0 | 45.0 | 50.0 | 44.0 |
| 96 | Hotkeyless AHK MCPFounding | Multi-Step Reasoning | 50.0 | 0 | 1 | 🟡 Stale | 55.0 | 50.0 | 70.0 | 40.0 |
| 97 | mcp-hermesFounding | Multi-Step Reasoning | 50.0 | 0 | 1 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |
| 98 | mikuproject-mcpFounding | Multi-Step Reasoning | 50.0 | 0 | 1 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |
| 99 | qURLFounding | Multi-Step Reasoning | 50.0 | 3 | 4 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |
| 100 | Silicon PantheonFounding | Content Generation | 50.0 | 2 | 2 | 🟡 Stale | 50.0 | 50.0 | 50.0 | 50.0 |