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Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | Google Business Profile MCP by InsightfulPipe | @google-cloud/gcloud-mcp |
|---|---|---|
| Risk grade | DD · High risk signals Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee. | AA · Few risk signals Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee. |
| Type | App connector | App connector |
| Est. context load | ~850 tokens / turn (~5 tool schemas, 0.43% of 200k context) | ~850 tokens / turn (~5 tool schemas, 0.43% of 200k context) |
| GitHub stars | 4 | 932 |
| Weekly npm downloads | — | 163k |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | No shell command runner noted | Runs shell or system commands |
| Network reach | Local or standard API calls | Local or standard API calls |
| Credentials | No API token required | No API token required |
| Package source | GitHub (Insightful-Pipe/google-my-business-mcp-server) | npm (@google-cloud/gcloud-mcp) |
| Install command | Source repo only | npx -y @google-cloud/gcloud-mcp |
| Bottom line | Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review. | @google-cloud/gcloud-mcp (MCP server) requires careful permission scoping — credential scope creep: Service account keys with overly broad IAM permissions could grant agents access to sensitive GCP resources beyond their intended scope |
Based on public adoption and transparency signals as of Oct 28, 2026. Our opinion, not a code audit or security guarantee.
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