| Cloud, data & infrastructure |
| – |
| 44 tools: 75% read, 0% write, 25% delete |
 PlanetScale | Cloud, data & infrastructure |   | 2626 tools: 92% read, 0% write, 8% delete |
 Rootly | Cloud, data & infrastructure | – | 260260 tools: 57% read, 43% write, 0% delete |
 atlan | Cloud, data & infrastructure | | 5252 tools: 46% read, 33% write, 21% deleteUI |
 Alchemy | Cloud, data & infrastructure | – | – | 173173 tools: 92% read, 3% write, 5% delete |
 GIS Cloud | Cloud, data & infrastructure | – | 5555 tools: 45% read, 18% write, 36% deleteUI |
 mcp.betterstack.com | Cloud, data & infrastructure | – | – | 116116 tools: 20% read, 71% write, 9% delete (estimated) |
 Namify | Cloud, data & infrastructure | – | – | 11 tools: 0% read, 100% write, 0% deleteUI |
 Val Town | Cloud, data & infrastructure | Listed | – | 5959 tools: 36% read, 19% write, 46% deleteUI |
 PageShare | Cloud, data & infrastructure | – | – | 4646 tools: 39% read, 52% write, 9% delete |
 Axiom | Cloud, data & infrastructure | – | – | 2626 tools: 58% read, 31% write, 12% delete (estimated) |
 Sprites | Cloud, data & infrastructure | – | 2727 tools: 48% read, 0% write, 52% deleteUI |
 Charming | Cloud, data & infrastructure | – | 3737 tools: 32% read, 57% write, 11% delete (estimated)UI |
 3Min API | Cloud, data & infrastructure | – | 3030 tools: 53% read, 23% write, 23% delete |
 QuickNode | Cloud, data & infrastructure | – | 2222 tools: 50% read, 32% write, 18% delete |
 WoWSQL | Cloud, data & infrastructure | – | 66 tools: 83% read, 0% write, 17% delete |
 UptimeRobot | Cloud, data & infrastructure | – | – | 3232 tools: 56% read, 44% write, 0% delete (estimated) |
 Subtext | Cloud, data & infrastructure | | 1717 tools: 65% read, 24% write, 12% delete |
 Harness | Cloud, data & infrastructure | | 1414 tools: 71% read, 7% write, 21% delete |
 Collibra | Cloud, data & infrastructure | – | – | 2929 tools: 59% read, 38% write, 3% delete (estimated) |
 Bitrise MCP | Cloud, data & infrastructure | | 8686 tools: 58% read, 14% write, 28% delete |
 AWS Data Analytics | Cloud, data & infrastructure | – | | 88 tools: 75% read, 13% write, 13% delete |
 Gateway SSH | Cloud, data & infrastructure | – | – | 289289 tools: 4% read, 52% write, 44% delete |
 HTML/CSS to Image MCP | Cloud, data & infrastructure | – | | 1212 tools: 50% read, 50% write, 0% delete (estimated) |
 BigGeo AI | Cloud, data & infrastructure | – | 88 tools: 100% read, 0% write, 0% delete |
 Control Plane | Cloud, data & infrastructure | – | 7171 tools: 39% read, 56% write, 4% delete (estimated) |
 Aiven | Cloud, data & infrastructure | – | 5858 tools: 62% read, 3% write, 34% delete |
 mcpMyAdmin | Cloud, data & infrastructure | – | – | 2020 tools: 70% read, 30% write, 0% delete (estimated) |
 microfn | Cloud, data & infrastructure | – | 2020 tools: 60% read, 20% write, 20% delete |
 GrowthBook MCP | Cloud, data & infrastructure | | 44 tools: 75% read, 25% write, 0% delete (estimated) |
 Elastic Cloud Serverless | Cloud, data & infrastructure | – | – | 2121 tools: 67% read, 33% write, 0% delete (estimated) |
 Knock | Cloud, data & infrastructure | | 1111 tools: 82% read, 0% write, 18% delete |
 Firebase | Cloud, data & infrastructure | – | – | – |
 Prefect | Cloud, data & infrastructure | – | 1515 tools: 93% read, 7% write, 0% delete (estimated) |
 Prisma | Cloud, data & infrastructure | | 4242 tools: 48% read, 21% write, 31% deleteUI |
 Alpic | Cloud, data & infrastructure | – | 1515 tools: 60% read, 20% write, 20% deleteUI |
 OpsLevel | Cloud, data & infrastructure | – | – | 1717 tools: 82% read, 18% write, 0% delete (estimated) |
 Windmill | Cloud, data & infrastructure | – | – | 1414 tools: 64% read, 29% write, 7% delete (estimated) |
 AppSignal | Cloud, data & infrastructure | – | – | 2525 tools: 56% read, 36% write, 8% delete (estimated) |
 Just Domain | Cloud, data & infrastructure | – | 22 tools: 100% read, 0% write, 0% deleteUI |
 MiniUp | Cloud, data & infrastructure | – | – | 5151 tools: 31% read, 31% write, 37% deleteUI |
 Sharable Link | Cloud, data & infrastructure | – | – | 55 tools: 20% read, 80% write, 0% delete (estimated) |
 Docfarm | Cloud, data & infrastructure | – | – | 2222 tools: 41% read, 55% write, 5% delete (estimated) |
 AgentGrid.io | Cloud, data & infrastructure | – | – | 99 tools: 33% read, 67% write, 0% delete (estimated)UI |
 Embarko | Cloud, data & infrastructure | – | – | 33 tools: 0% read, 100% write, 0% delete (estimated) |
 BasicDeploy | Cloud, data & infrastructure | – | – | 1818 tools: 39% read, 39% write, 22% delete |
 Simply.com public | Cloud, data & infrastructure | – | – | 44 tools: 75% read, 25% write, 0% delete (estimated) |
 Vantage | Cloud, data & infrastructure | – | | 156156 tools: 51% read, 15% write, 33% delete |
 Costory | Cloud, data & infrastructure | – | – | 3737 tools: 54% read, 43% write, 3% delete (estimated) |
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