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 | 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 | agentvet-mcpFounding | Code Generation | 77.5 | 1 | 1 | 🟢 Active | 80.0 | 74.0 | 78.0 | 78.0 |
| 4 | mcp-apple-notesFounding | Multi-Step Reasoning | 77.5 | 12 | 2 | 🟡 Stale | 76.0 | 78.0 | 94.0 | 70.0 |
| 5 | EGRUL MCP ServerFounding | Legal Summarization | 75.0 | 2 | 1 | 🟢 Active | 75.0 | 84.0 | 90.0 | 68.0 |
| 6 | memento-mcpFounding | Code Generation | 73.0 | 2 | 3 | 🟢 Active | 75.0 | 70.0 | 80.0 | 65.0 |
| 7 | AutoCAD MCP ProFounding | Content Generation | 72.0 | 17 | 1 | 🟢 Active | 76.0 | 68.0 | 70.0 | 72.0 |
| 8 | File Organizer MCPFounding | Multi-Step Reasoning | 72.0 | 42 | 1 | 🟡 Stale | 76.0 | 70.0 | 68.0 | 74.0 |
| 9 | ctx-memoryFounding | Code Generation | 71.0 | 0 | 1 | 🟢 Active | 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 | 2 | 1 | 🟢 Active | 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 | 13 | 1 | 🟢 Active | 70.0 | 60.0 | 75.0 | 72.0 |
| 14 | LFS MCP Documentation AssistantFounding | Code Generation | 70.0 | — | — | — | 70.0 | 80.0 | 88.0 | 65.0 |
| 15 | open-museum-mcpFounding | Content Generation | 70.0 | 9 | 2 | 🟢 Active | 80.0 | 52.0 | 72.0 | 68.0 |
| 16 | lemon-cake-mcpFounding | Financial Analysis | 69.5 | 2 | 1 | 🟡 Stale | 75.0 | 52.0 | 80.0 | 68.0 |
| 17 | ControlKeelFounding | Code Generation | 69.0 | 10 | 3 | 🟢 Active | 75.0 | 45.0 | 70.0 | 78.0 |
| 18 | fitbit-mcpFounding | Multi-Step Reasoning | 69.0 | 1 | 3 | 🟢 Active | 70.0 | 65.0 | 73.0 | 68.0 |
| 19 | ai-memoryFounding | Code Generation | 68.0 | 48 | 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 | 9 | 1 | 🟢 Active | 68.0 | 65.0 | 82.0 | 60.0 |
| 23 | state-traceFounding | Code Generation | 68.0 | 2 | 1 | 🟢 Active | 70.0 | 65.0 | 78.0 | 63.0 |
| 24 | PulseAgentFounding | Code Generation | 67.0 | 5 | 1 | 🟡 Stale | 70.0 | 65.0 | 48.0 | 74.0 |
| 25 | Quiver-MCPFounding | Content Generation | 67.0 | 3 | 1 | 🟡 Stale | 75.0 | 55.0 | 80.0 | 60.0 |
| 26 | Fundry DDQ | Multi-Step Reasoning | 66.5 | — | — | — | 74.0 | 48.0 | 70.0 | 64.0 |
| 27 | aapl-ads-mcpFounding | Data Extraction | 66.0 | 1 | 1 | 🟡 Stale | 70.0 | 48.0 | 75.0 | 65.0 |
| 28 | agentcast-mcpFounding | Code Generation | 66.0 | 1 | 1 | 🟢 Active | 78.0 | 55.0 | 52.0 | 74.0 |
| 29 | KnowerageFounding | Code Generation | 66.0 | 3 | 1 | 🟡 Stale | 68.0 | 72.0 | 82.0 | 58.0 |
| 30 | claude-mcp-bridgeFounding | Code Generation | 65.0 | 4 | 1 | 🟡 Stale | 70.0 | 55.0 | 52.0 | 75.0 |
| 31 | FNS Check MCP ServerFounding | Legal Summarization | 65.0 | 13 | 1 | 🟢 Active | 75.0 | 45.0 | 70.0 | 62.0 |
| 32 | linkedin-campaign-manager-mcpFounding | Data Extraction | 65.0 | — | — | — | 75.0 | 45.0 | 68.0 | 62.0 |
| 33 | mcpkitFounding | Code Generation | 65.0 | 0 | 1 | 🟢 Active | 74.0 | 50.0 | 65.0 | 70.0 |
| 34 | meok-mcp-injection-scan-mcpFounding | Code Generation | 65.0 | 0 | 2 | 🟢 Active | 80.0 | 45.0 | 48.0 | 72.0 |
| 35 | Super Productivity MCP ServerFounding | Multi-Step Reasoning | 65.0 | 0 | 1 | 🟡 Stale | 70.0 | 78.0 | 55.0 | 62.0 |
| 36 | Frappe MCPFounding | Financial Analysis | 64.0 | 0 | 1 | 🟢 Active | 70.0 | 48.0 | 75.0 | 63.0 |
| 37 | mcp-lad-lviv-uaFounding | Data Extraction | 64.0 | 3 | 4 | 🟢 Active | 70.0 | 65.0 | 73.0 | 55.0 |
| 38 | propublica-npo-mcpFounding | Financial Analysis | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 78.0 | 60.0 |
| 39 | qbo-mcpFounding | Financial Analysis | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 70.0 | 63.0 |
| 40 | simple_mcpFounding | Code Generation | 64.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 76.0 | 55.0 |
| 41 | stata-mcpFounding | Multi-Step Reasoning | 64.0 | 7 | 1 | 🟡 Stale | 68.0 | 52.0 | 75.0 | 60.0 |
| 42 | claude-operatorFounding | Code Generation | 63.0 | 0 | 1 | 🟡 Stale | 75.0 | 55.0 | 48.0 | 70.0 |
| 43 | claw-tsaverFounding | Code Generation | 63.0 | 1 | 2 | 🟡 Stale | 72.0 | 48.0 | 82.0 | 52.0 |
| 44 | Google Analytics MCP ServerFounding | Data Extraction | 63.0 | — | — | — | 70.0 | 65.0 | 73.0 | 52.0 |
| 45 | hr-faq-ragFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 58.0 | 65.0 |
| 46 | interactive-process-mcpFounding | Code Generation | 63.0 | 8 | 1 | 🟡 Stale | 70.0 | 65.0 | 55.0 | 60.0 |
| 47 | miniMCPFounding | Data Extraction | 63.0 | 0 | 1 | 🟡 Stale | 62.0 | 70.0 | 88.0 | 52.0 |
| 48 | sellercloud-mcpFounding | Data Extraction | 63.0 | 0 | 1 | 🟡 Stale | 68.0 | 65.0 | 72.0 | 55.0 |
| 49 | Shadcn Space MCPFounding | Code Generation | 63.0 | 2 | 3 | 🟡 Stale | 70.0 | 63.0 | 72.0 | 55.0 |
| 50 | SubDownloadFounding | Data Extraction | 63.0 | 4 | 1 | 🟡 Stale | 68.0 | 65.0 | 72.0 | 55.0 |
| 51 | vision-mcpFounding | Multi-Step Reasoning | 63.0 | 0 | 1 | 🟡 Stale | 70.0 | 65.0 | 75.0 | 52.0 |
| 52 | Ask Fundry | Multi-Step Reasoning | 62.5 | — | — | — | 74.0 | 48.0 | 55.0 | 63.0 |
| 53 | Agent MemoryFounding | Code Generation | 62.0 | 4 | 2 | 🟢 Active | 68.0 | 65.0 | 70.0 | 55.0 |
| 54 | drupal-mcpFounding | Content Generation | 62.0 | 0 | 4 | 🟢 Active | 68.0 | 58.0 | 70.0 | 55.0 |
| 55 | hevy-mcpFounding | Multi-Step Reasoning | 62.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 72.0 | 55.0 |
| 56 | MinuetFounding | Code Generation | 62.0 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 72.0 | 55.0 |
| 57 | @avclabs.ai/enhance-mcpFounding | Content Generation | 61.0 | — | — | — | 70.0 | 60.0 | 52.0 | 58.0 |
| 58 | Fundry Compliance | Data Extraction | 61.0 | — | — | — | 70.0 | 45.0 | 52.0 | 65.0 |
| 59 | geolabel-mcpFounding | Multi-Step Reasoning | 61.0 | 1 | 1 | 🟡 Stale | 68.0 | 55.0 | 80.0 | 52.0 |
| 60 | sharp-on-fhir-mcpFounding | Multi-Step Reasoning | 61.0 | — | — | — | 68.0 | 55.0 | 55.0 | 63.0 |
| 61 | mcp-reunionFounding | Data Extraction | 60.5 | 1 | 3 | 🟢 Active | 70.0 | 48.0 | 65.0 | 55.0 |
| 62 | @4da/mcp-serverFounding | Code Generation | 60.0 | 2 | 9 | 🟢 Active | 70.0 | 48.0 | 52.0 | 66.0 |
| 63 | Fundry Tax / K-1 | Data Extraction | 60.0 | — | — | — | 68.0 | 52.0 | 52.0 | 65.0 |
| 64 | handoff-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 68.0 | 58.0 | 63.0 | 52.0 |
| 65 | highgo-mcpFounding | Data Extraction | 60.0 | 0 | 2 | 🟡 Stale | 70.0 | 50.0 | 52.0 | 60.0 |
| 66 | Hostaway-mcpFounding | Data Extraction | 60.0 | 2 | 1 | 🟡 Stale | 70.0 | 50.0 | 55.0 | 65.0 |
| 67 | korean-law-alio-mcpFounding | Legal Summarization | 60.0 | 14 | 1 | 🟡 Stale | 70.0 | 45.0 | 48.0 | 65.0 |
| 68 | MCP CMF ToolsFounding | Financial Analysis | 60.0 | 2 | 1 | 🟡 Stale | 70.0 | 48.0 | 60.0 | 60.0 |
| 69 | MCP Test Failure Analysis ServerFounding | Code Generation | 60.0 | 0 | 2 | 🟡 Stale | 70.0 | 50.0 | 50.0 | 65.0 |
| 70 | Remote MCP ServerFounding | Code Generation | 60.0 | 0 | 1 | 🟡 Stale | 70.0 | 80.0 | 88.0 | 38.0 |
| 71 | SharkMCPFounding | Code Generation | 60.0 | 72 | 1 | 🟡 Stale | 68.0 | 50.0 | 65.0 | 55.0 |
| 72 | superskills-mcpFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 62.0 | 58.0 | 72.0 | 52.0 |
| 73 | tailtest-clineFounding | Code Generation | 60.0 | 1 | 1 | 🟡 Stale | 68.0 | 52.0 | 45.0 | 65.0 |
| 74 | echo3s-ioFounding | Content Generation | 59.0 | 0 | 1 | 🔴 Dormant | 70.0 | 48.0 | 65.0 | 52.0 |
| 75 | Fundry FP&A | Financial Analysis | 59.0 | — | — | — | 70.0 | 48.0 | 52.0 | 55.0 |
| 76 | hubspot-mcpFounding | Data Extraction | 59.0 | 0 | 1 | 🟡 Stale | 70.0 | 48.0 | 52.0 | 58.0 |
| 77 | koreafilings-mcpFounding | Financial Analysis | 59.0 | 1 | 1 | 🟡 Stale | 68.0 | 45.0 | 75.0 | 50.0 |
| 78 | Manus MCPFounding | Multi-Step Reasoning | 59.0 | 5 | 1 | 🟡 Stale | 68.0 | 48.0 | 48.0 | 62.0 |
| 79 | multi-gmail-mcpFounding | Multi-Step Reasoning | 59.0 | 15 | 1 | 🟡 Stale | 68.0 | 48.0 | 58.0 | 58.0 |
| 80 | SocialRouter MCP ServerFounding | Data Extraction | 59.0 | 0 | 1 | 🟢 Active | 70.0 | 48.0 | 52.0 | 55.0 |
| 81 | claude-engramFounding | Code Generation | 58.5 | 17 | 2 | 🟢 Active | 68.0 | 45.0 | 52.0 | 60.0 |
| 82 | clipwise-mcpFounding | Content Generation | 58.0 | 1 | 1 | 🟡 Stale | 68.0 | 45.0 | 52.0 | 55.0 |
| 83 | Fundry LP Email | Classification | 58.0 | — | — | — | 68.0 | 48.0 | 52.0 | 57.0 |
| 84 | Fundry Portco | Data Extraction | 58.0 | — | — | — | 68.0 | 45.0 | 52.0 | 58.0 |
| 85 | odoo-mcpFounding | Data Extraction | 58.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 52.0 | 60.0 |
| 86 | Strava MCP ServerFounding | Multi-Step Reasoning | 57.5 | 0 | 1 | 🟡 Stale | 68.0 | 55.0 | 52.0 | 55.0 |
| 87 | Fundry GP Carry | Financial Analysis | 57.0 | — | — | — | 68.0 | 45.0 | 47.0 | 55.0 |
| 88 | korean-people-personaFounding | Data Extraction | 57.0 | 21 | 1 | 🟡 Stale | 68.0 | 48.0 | 52.0 | 55.0 |
| 89 | Lunch Money MCP ServerFounding | Financial Analysis | 57.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 50.0 | 55.0 |
| 90 | memorywebFounding | Code Generation | 57.0 | 12 | 3 | 🟢 Active | 68.0 | 45.0 | 58.0 | 55.0 |
| 91 | netbox-mcpFounding | Multi-Step Reasoning | 57.0 | 0 | 1 | 🟡 Stale | 68.0 | 48.0 | 50.0 | 55.0 |
| 92 | tradier-mcpFounding | Financial Analysis | 57.0 | 0 | 2 | 🟡 Stale | 68.0 | 45.0 | 58.0 | 55.0 |
| 93 | Devcon MCP Workshop 2026Founding | Multi-Step Reasoning | 56.0 | 0 | 1 | 🟡 Stale | 62.0 | 50.0 | 48.0 | 60.0 |
| 94 | compare-mcpFounding | Code Generation | 55.0 | 2 | 1 | 🟢 Active | 70.0 | 55.0 | 38.0 | 52.0 |
| 95 | Hostkit MCPFounding | Data Extraction | 55.0 | 0 | 1 | 🟢 Active | 65.0 | 50.0 | 55.0 | 50.0 |
| 96 | patsnap-biology-modalityFounding | Multi-Step Reasoning | 55.0 | 25 | 5 | 🟢 Active | 62.0 | 50.0 | 48.0 | 58.0 |
| 97 | Perspective AIFounding | Customer Support | 55.0 | 5 | 1 | 🟡 Stale | 68.0 | 45.0 | 48.0 | 52.0 |
| 98 | videolab-mcpFounding | Content Generation | 54.0 | 0 | 1 | 🟡 Stale | 68.0 | 38.0 | 42.0 | 52.0 |
| 99 | Kamy-pluginFounding | Content Generation | 53.0 | 0 | 2 | 🟡 Stale | 60.0 | 45.0 | 55.0 | 50.0 |
| 100 | Sahmk MCPFounding | Financial Analysis | 53.0 | — | — | — | 65.0 | 45.0 | 50.0 | 50.0 |