google-cloud-console-mcp
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- AlicenseAqualityAmaintenanceEnables AI agents to manage Google Play Console reviews and Android app releases, including replying to reviews, promoting releases, managing staged rollouts, and checking crash/ANR vitals.44111MIT
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TDQS
Scored across 95 tools
Tools are generally distinguishable by resource and action, but there are multiple high-level helpers (gcp_add_project_iam_binding vs gcp_set_project_iam_policy, play_update_track vs play_release_to_track vs play_remove_version_from_track) with overlapping intent that could confuse an agent about which to use. The descriptions do provide guidance, but the overlaps remain significant.
Most tool names follow a consistent gcp_/firebase_/gcs_/ar_/play_ prefix and verb_noun pattern, which is good. However, play_ tools use verbs like 'commit', 'validate', 'release', 'reply' that break the strict verb_noun convention, and firebase_appdistribution_* has very long multi-word names, creating mixed readability.
95 tools is extremely heavy for a single MCP server, spanning GCP, Firebase, GCS, Artifact Registry, and Play Console. This likely overwhelms an agent's selection process and indicates the server conflates multiple distinct domains into one surface.
Coverage across the stated domains is broad: GCP projects/APIs/IAM/service accounts, Firebase apps and App Distribution, GCS buckets/objects, Artifact Registry repos, and Play Console releases/listings/testers/products. Minor gaps exist (e.g., no gcp_list_orgs or firebase_delete_app), but core CRUD and lifecycle operations are well represented.