Publishers
Organizations and individuals building MCP servers
| Publisher | Servers ↓ | Avg Score | Stars | Flags |
|---|---|---|---|---|
| aaronsb | 14 | 66.1 | 225 | 7 |
| crunchtools | 14 | 79.0 | 2 | 1 |
| Sunwood-ai-labs | 14 | 60.1 | 64 | 24 |
| iceener | 13 | 65.6 | 316 | 1 |
| chris | 13 | 36.0 | — | 0 |
| NOVA-3951 | 13 | 66.5 | 4 | 2 |
| kazuph | 13 | 63.3 | 340 | 10 |
| vdineshk | 13 | 46.5 | — | 0 |
| JackKuo666 | 13 | 60.9 | 536 | 0 |
| pickstar-2002 | 13 | 65.8 | 20 | 3 |
| j0hanz | 13 | 74.2 | 2 | 1 |
| mifactory-bot | 13 | 35.4 | — | 2 |
| dynamicendpoints | 13 | 61.3 | 19 | 4 |
| houtini-ai | 13 | 69.5 | 70 | 4 |
| mambalabsdev | 13 | 81.0 | — | 0 |
| aplaceforallmystuff | 12 | 72.3 | 119 | 10 |
| acedatacloud-mcp | 12 | 35.5 | — | 0 |
| xiaojiou176-open | 12 | 81.7 | 149 | 0 |
| MukundaKatta | 12 | 80.7 | 4 | 6 |
| aws-samples | 12 | 75.0 | 252 | 1 |
| sandeep-alluru | 12 | — | — | 0 |
| LokiMCPUniverse | 12 | 51.0 | 8 | 4 |
| badchars | 12 | 25.0 | 2 | 1 |
| asgard-ai-platform | 12 | 78.0 | 11 | 0 |
| Cyreslab-AI | 12 | 72.5 | 111 | 9 |
| oaslananka | 12 | 82.3 | 104 | 1 |
| qso-graph | 12 | 70.7 | 2 | 2 |
| gregario | 12 | 77.9 | 2 | 1 |
| crazyrabbitLTC | 12 | 67.6 | 139 | 17 |
| mattcoatsworth | 12 | 58.0 | 9 | 3 |
| solomonneas | 12 | 72.0 | 2 | 3 |
| paulieb89 | 11 | 73.5 | 14 | 2 |
| dmarsters | 11 | 58.0 | — | 1 |
| Mnehmos | 11 | 74.4 | 47 | 2 |
| ragalgo | 11 | 40.0 | — | 0 |
| bch1212 | 11 | 72.5 | — | 0 |
| shuji-bonji | 11 | 78.0 | 4 | 4 |
| Tairon-ai | 11 | 71.8 | 2 | 0 |
| trendsmcp | 11 | 76.0 | — | 0 |
| lekt9 | 11 | 42.5 | 2 | 0 |
| falahgs | 11 | 44.2 | 35 | 15 |
| openclaw-ai | 11 | 33.3 | — | 0 |
| nextlaneagency | 11 | — | — | 0 |
| automatikstudio | 11 | — | — | 5 |
| NoBanks | 11 | — | — | 1 |
| IQAIcom | 11 | 67.5 | 8 | 5 |
| redhat-community-ai-tools | 11 | 63.0 | 17 | 0 |
| cuongpo | 10 | 61.5 | — | 0 |
| IvanMurzak | 10 | 68.1 | 2593 | 0 |
| 199-mcp | 10 | 65.5 | 104 | 6 |