| Customer support & success |
| – |
| 2929 tools: 62% read, 10% write, 28% delete |
 Zoho Desk | Customer support & success | – |   | 4141 tools: 59% read, 29% write, 12% delete (estimated) |
 Gainsight (CS) | Customer support & success | – | – | 1414 tools: 79% read, 21% write, 0% delete (estimated) |
 Pylon | Customer support & success | – | 127127 tools: 63% read, 16% write, 21% delete |
 Retell AI | Customer support & success | – | – | 2828 tools: 54% read, 39% write, 7% deleteUI |
 LetsBot | Customer support & success | – | 160160 tools: 44% read, 24% write, 32% delete |
 Gorgias MCP | Customer support & success | – | 157157 tools: 54% read, 13% write, 32% delete |
 Autocalls AI | Customer support & success | – | – | 101101 tools: 44% read, 8% write, 49% delete |
 Vitally MCP | Customer support & success | – | 2121 tools: 86% read, 14% write, 0% delete |
 MyChatBot | Customer support & success | – | 5151 tools: 53% read, 16% write, 31% deleteUI |
 Rippit | Customer support & success | – | – | 2323 tools: 61% read, 39% write, 0% delete (estimated) |
 Quickchat AI | Customer support & success | – | 4747 tools: 53% read, 21% write, 26% delete |
 Respond.io | Customer support & success | – | 4343 tools: 56% read, 9% write, 35% delete |
 Unthread | Customer support & success | – | 77 tools: 71% read, 29% write, 0% deleteUI |
 KaiCalls | Customer support & success | – | – | 5151 tools: 63% read, 12% write, 25% delete |
 Lorikeet | Customer support & success | – | – | 106106 tools: 46% read, 42% write, 11% delete (estimated) |
 Hiver in Gmail | Customer support & success | – | 2020 tools: 80% read, 20% write, 0% delete (estimated) |
 Commslayer | Customer support & success | – | – | 178178 tools: 38% read, 52% write, 10% delete (estimated) |
 Chattermill | Customer support & success | – | – | 99 tools: 89% read, 11% write, 0% delete (estimated)UI |
 Zeiko Agents | Customer support & success | – | – | 99 tools: 56% read, 44% write, 0% delete |
 Richpanel AI | Customer support & success | – | – | 2121 tools: 57% read, 38% write, 5% delete (estimated) |
 ClearFeed | Customer support & success | – | – | 2525 tools: 52% read, 40% write, 8% delete (estimated) |
 bolna | Customer support & success | – | – | 99 tools: 67% read, 22% write, 11% delete (estimated) |
 Text | Customer support & success | – | 4343 tools: 51% read, 23% write, 26% delete |
 Synthflow | Customer support & success | – | 6262 tools: 48% read, 40% write, 11% delete (estimated) |
 SiteGPT | Customer support & success | – | 2121 tools: 62% read, 24% write, 14% deleteUI |
 Expertise Live Chatbot | Customer support & success | – | – | 22 tools: 50% read, 50% write, 0% delete |
 Chatbase | Customer support & success | – | 2727 tools: 52% read, 37% write, 11% delete |
 Ventor | Customer support & success | – | – | 135135 tools: 45% read, 7% write, 47% deleteUI |
 ScalperIntel AI | Customer support & success | – | 1010 tools: 70% read, 10% write, 20% delete |
 InfiniteWatch MCP | Customer support & success | – | 88 tools: 63% read, 38% write, 0% delete (estimated) |
 BubblaV AI Chatbot | Customer support & success | – | 5151 tools: 57% read, 31% write, 12% delete (estimated) |
 Loop AI | Customer support & success | – | – | 22 tools: 50% read, 50% write, 0% delete |
 Alhena AI | Customer support & success | – | – | 11 tools: 0% read, 100% write, 0% deleteUI |
 Conduit | Customer support & success | – | 6363 tools: 68% read, 25% write, 6% delete (estimated) |
 Gleap | Customer support & success | – | – | 9494 tools: 51% read, 7% write, 41% delete |
 Solo MCP | Customer support & success | – | – | 33 tools: 33% read, 67% write, 0% delete (estimated) |
 Brainfish | Customer support & success | – | – | 2525 tools: 48% read, 44% write, 8% delete (estimated) |
 AppReviewBot | Customer support & success | – | – | 88 tools: 88% read, 13% write, 0% deleteUI |
 Flowera | Customer support & success | – | – | 3636 tools: 47% read, 42% write, 11% delete (estimated) |
 Velaris Basic | Customer support & success | – | – | 111111 tools: 50% read, 36% write, 14% delete |
 mcp.churnkey.co | Customer support & success | – | – | 5757 tools: 37% read, 56% write, 7% delete (estimated) |
 Cor | Customer support & success | – | – | 1414 tools: 71% read, 29% write, 0% delete (estimated) |
 DocsBot | Customer support & success | – | – | 112112 tools: 45% read, 46% write, 9% delete (estimated) |
 Brandwise | Customer support & success | – | – | 3737 tools: 68% read, 30% write, 3% delete (estimated) |
 mcp.sendseven.com | Customer support & success | – | – | 4242 tools: 45% read, 52% write, 2% delete (estimated) |
 Suptask | Customer support & success | – | – | 44 tools: 100% read, 0% write, 0% delete (estimated) |
 Smartsupp | Customer support & success | – | – | 1919 tools: 42% read, 53% write, 5% delete (estimated) |
 ImpactPilot | Customer support & success | – | – | 66 tools: 83% read, 17% write, 0% delete (estimated) |
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