Best cloud MCP servers (2026)

100 cloud MCP servers. Those with live runtime data are ranked first by behavioral trust score (success rate, latency, uptime, per-reporter influence capping — not GitHub stars); servers not yet observed answering requests are shown UNRATED rather than given a fabricated score.

#ServerTrust ScoreGradeInteractions
1@cyanheads/mcp-ts-core—Unrated0
2@yawlabs/mcph—Unrated0
3kiro-learn—Unrated0
4@qa-gentic/stlc-agents—Unrated0
5@mcp-abap-adt/core—Unrated0
6@vurb/yaml—Unrated0
7@azure/mcp—Unrated0
8@azure/mcp-linux-x64—Unrated0
9@azure/mcp-win32-x64—Unrated0
10@azure/mcp-darwin-arm64—Unrated0
11@nexus2520/bitbucket-mcp-server—Unrated0
12bitbucket-mcp—Unrated0
13harness-mcp-v2—Unrated0
14@robinmordasiewicz/f5xc-auth—Unrated0
15@nexus2520/jira-mcp-server—Unrated0
16@azure/mcp-win32-arm64—Unrated0
17@azure/mcp-linux-arm64—Unrated0
18TrendRadar—Unrated0
19mcp—Unrated0
20webiny-js—Unrated0
21kubefwd—Unrated0
22ghidra-mcp—Unrated0
23kubernetes-mcp-server—Unrated0
24mcp-boilerplate—Unrated0
25agent-toolkit-for-aws—Unrated0
26kmcp—Unrated0
27mcp-prompt-optimizer—Unrated0
28@babamba2/abap-mcp-adt-powerup—Unrated0
29@paretools/docker—Unrated0
30@aashari/mcp-server-aws-sso—Unrated0
31ntfy-me-mcp—Unrated0
32@paretools/k8s—Unrated0
33@xenarch/agent-mcp—Unrated0
34@mcp-abap-adt/calm-server—Unrated0
35ori-memory—Unrated0
36mcp-aliyun-domain—Unrated0
37@modelfetch/cloudflare—Unrated0
38@yawlabs/aws-mcp—Unrated0
39@azure/mcp-darwin-x64—Unrated0
40@us-all/unifi-mcp—Unrated0
41@xuandev/atlassian-mcp—Unrated0
42mcp-server-docker—Unrated0
43@de-otio/epimethian-mcp—Unrated0
44containerization-assist-mcp—Unrated0
45k8s-helm-mcp—Unrated0
46imap-rest-mailcow—Unrated0
47mcp-server-kubernetes—Unrated0
48@raishin/vanguard-frontier-agentic—Unrated0
49kubernetes-mcp-server—Unrated0
50metamcp—Unrated0
51azure-devops-mcp—Unrated0
52mcp-server-kubernetes—Unrated0
53kubectl-mcp-server—Unrated0
54cloud-run-mcp—Unrated0
55jira-skill—Unrated0
56unraid-management-agent—Unrated0
57aws-mcp—Unrated0
58hope-agent—Unrated0
59pasal—Unrated0
60@proggarapsody/bitbottle—Unrated0
61alibabacloud-devops-mcp-server—Unrated0
62@aws/run-mcp-servers-with-aws-lambda—Unrated0
63@tiberriver256/mcp-server-azure-devops—Unrated0
64sfcc-dev-mcp—Unrated0
65@zerone-agent/open-agent-sdk—Unrated0
66@vurb/cloudflare—Unrated0
67@vurb/aws—Unrated0
68aliyun-alibabacloud-tablestore-mcp-server—Unrated0
69mcp-server-cloudflare—Unrated0
70@mcpcloud/cli—Unrated0
71cloudinary-mcp-server—Unrated0
72@jeff-stapleton/wiz-mcp-server—Unrated0
73@occam-scaly/mcp-server—Unrated0
74@mcp-apps/azure-devops-mcp-server—Unrated0
75PrismerCloud—Unrated0
76mcp-server-azure-devops—Unrated0
77azuresfimcpagent—Unrated0
78azuresfimcpagent-test—Unrated0
79azure-updates-mcp—Unrated0
80azure-utils-mcp—Unrated0
81bachstudio-alibaba-cloud-ops-mcp-server—Unrated0
82dawson186-mcp-demo—Unrated0
83dockerfile-generator-ai-mcp—Unrated0
84docker-helper-ai-mcp—Unrated0
85docker-mcp-server—Unrated0
86elchanio76-aws-pricing-calculator-mcp—Unrated0
87iflow-mcp_azure-samples-mcp-sdk-functions-hosting-python—Unrated0
88iflow-mcp_sencloud-futures_mcp—Unrated0
89mcp-proxy-for-aws-multi—Unrated0
90mcp-server-foxit-cloudapi—Unrated0
91mcp-test-cloud-ops—Unrated0
92nextcloud-mcp-server—Unrated0
93nextcloud-mcp-server-tai040502—Unrated0
94@mgsoftwarebv/mg-dashboard-mcp—Unrated0
95agent-builder-agentic-mcp-aws-transform—Unrated0
96agent-builder-mcp-aws-transform—Unrated0
97agent-builder-mcp-client-aws-transform—Unrated0
98alibabacloud-ack-mcp-server—Unrated0
99alibabacloud-agentloop-memory-mcp-server—Unrated0
100alibaba-cloud-application-management-mcp-server—Unrated0

Before your agent invokes any of these, run a free pre-flight check: GET /v1/preflight?target={server_url} — it returns a verdict and a signed diligence receipt. Or gate calls automatically with the trust-check SDK (PyPI: dominion-trust-check; hosted JavaScript module).

FAQ

What is the best cloud MCP server in 2026?
No cloud MCP server has enough live runtime data yet to rank by behavioral trust — servers in this category are currently shown unrated rather than given a fabricated score. Check any server's live status at /api/drift, or run a pre-flight trust check before invoking it.
How are cloud MCP servers ranked?
Rankings use Dominion Observatory's behavioral trust score: real agent-reported success rates, latency distributions, and uptime — with per-reporter influence capping so no single source can dominate a score. Servers with no runtime data are UNRATED and excluded, never given a fabricated score.
How many cloud MCP servers are tracked?
Dominion Observatory tracks 170 servers in the cloud category; the 100 with behavioral trust data are ranked here. Check any server before invoking it at /v1/preflight.

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