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Side-by-side MCP evidence comparison
Evidence fieldStackQL MCPWatchlist candidateAzure MCP ServerMCP100 Selected
Task fit
Best for
  • Read-only cloud inventory and governed infrastructure queries
  • Teams that can enforce read_only or safe mode with audit logging
  • Discovering and inspecting resources across supported Azure services
  • Azure troubleshooting and development from an MCP-capable IDE
  • Teams already governing access through Microsoft Entra ID and Azure RBAC
Not ideal for
  • Unattended infrastructure mutation without approval and audit
  • Organizations that cannot tightly scope cloud credentials by provider/account
  • Unattended production administration
  • Users who only need public Azure documentation
Avoid when
  • You would run full_access with broad cloud credentials
  • You cannot review audit logs or enforce tool allowlists
  • The active Azure identity has owner or broad contributor access beyond the task
  • The MCP client cannot require approval for destructive or costly operations
  • Resource metadata, logs, or configuration cannot be shown to the connected AI client
Provenance
Provenance details

First-party MCP

StackQL Studios · Publisher source ↗

First-party MCP

Microsoft · Publisher source ↗

Maintenance
Maintenance details

Repo: Not documented

Package: Not documented

Repo: Aug 14, 2026

Package: Aug 13, 2026

Popularity evidence
GitHub starsNot documented

3,514

GitHub stars · checked 2026-08-14T18:46:26.000Z

Package downloads / 30 daysNo reliable download data

522,479

package downloads / 30 days · checked 2026-09-08

Shared repository starsNot documented

3,566

Shared repository stars (not MCP-specific) · checked 2026-08-14T18:46:26.000Z

External adoption evidenceNot documented
  • npm: package downloads: 477,796Exact attributable signal.npm: package downloads · Rolling 30 days · checked 2026-08-14T18:46:26.000ZEvidence source ↗
Client coverage
Client coverage detailsNot documented
Claude Code✓ Local stdio
Claude Desktop✓ Local stdio
Codex✓ Local stdio
VS Code✓ Local stdio
Cursor✓ Local stdio
OpenCode✓ Local stdio
Client coverage noteLocal stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
AuthenticationUses provider credentials supplied to StackQL; authentication varies by cloud provider. The MCP transport itself can be stdio/HTTP/TLS depending on deployment.The local server uses Azure's established authentication chain, commonly Azure CLI sign-in or other Microsoft identity credentials. No credential should be embedded in MCP JSON; use a dedicated least-privilege identity or subscription context.
CostOpen-source; cloud provider usage and hosting costs apply.The MIT-licensed server has no separately documented MCP charge. Azure resources created or queried, network usage, logs, and the AI client remain subject to their normal plans and charges.
PermissionsServer mode controls mutation: read_only refuses writes; safe/default requires approval; delete_safe and full_access expand privileges. enabled_tools can narrow exposure.Tools invoke Azure operations using the current Azure authentication context, and Azure RBAC determines effective access. Depending on enabled services and roles, the server can read, create, update, or delete cloud resources and retrieve logs or configuration.
Data handlingCan read cloud inventory/configuration and, when permitted, mutate or invoke provider lifecycle operations. Audit logs can record calls.Azure resource identifiers, configuration, logs, command inputs, and results may be returned to the MCP client. Microsoft documents optional usage telemetry that can be disabled with AZURE_MCP_COLLECT_TELEMETRY=false; normal Azure service requests remain visible to Azure.
Limitations
Tradeoffs
  • Default safe/read-only modes materially improve control
  • The same server can still become a powerful cloud control plane when escalated
  • One server covers more than forty Azure services, which is convenient but creates a broad tool and permission surface.
  • Actual authority follows Azure RBAC; narrowing tools does not replace narrowing the signed-in identity.
  • Microsoft telemetry is enabled by default unless AZURE_MCP_COLLECT_TELEMETRY=false is set.
Risk contextHigh. In full or writable modes the server can change cloud infrastructure. Keep read_only/safe defaults, least-privileged provider credentials, and audit logging.A broadly privileged Azure identity can make the agent an infrastructure administrator. Use a non-production subscription for evaluation, least-privilege RBAC, explicit subscription/resource-group targeting, telemetry choice, activity logs, budgets, and confirmation before every mutation. This review does not claim MCP100 execution testing.
Evidence date
Editorial review2026-09-112026-07-24
Candidate evidence2026-09-11T00:00:00.000Z2026-08-14T18:46:26.000Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

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