Flux Cloud MCP server
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TDQS
Scored across 15 tools
Most tools have clearly distinct purposes across the deployment lifecycle, with explicit descriptions separating build/validate/quote/deploy. The main potential confusion is between flux_cancel_app and flux_control_app's remove option, but the descriptions clarify that cancel stops payment while remove only uninstalls from nodes.
All tool names use the same flux_ prefix and consistent snake_case verb_noun pattern, such as flux_get_app, flux_deploy_app, flux_list_my_apps, and flux_get_app_logs. There are no mixed conventions or ambiguous naming styles.
15 tools is well within the appropriate range for a cloud deployment and management server. Each tool covers a distinct step in the Flux app lifecycle, from key generation and pricing to deployment, monitoring, and cancellation.
The surface covers the full app lifecycle: identity and keys, pricing and quotes, spec building and validation, deployment and waiting, listing and inspection, logs and stats, runtime control, cancellation, and network info. Update is handled through deploy_app for existing apps, so no major gaps are apparent.