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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionCloud Run MCP ServerMCP server to deploy apps to Cloud RunGoogle Search Console MCP ServerComprehensive access to Google Search Console via MCP, with advanced analytics and quick win detection.
FMRS47 / 100 · D69 / 100 · C
Reliability6 / 2011 / 20
Security and permissions3 / 2015 / 20
Maintenance13 / 2015 / 20
Documentation13 / 2014 / 20
Setup experience12 / 2014 / 20
Best for
  • Developers and teams wanting to integrate deployment into AI workflows
  • Users already using Google Cloud and Cloud Run
  • AI agents that need to quickly prototype or deploy applications
  • SEO professionals
  • Content marketers
  • Website owners
  • Developers integrating Search Console data into their applications or workflows.
Not for
  • Deployments requiring local hosting or other cloud provider support
  • Users wanting fine-grained IAM control without skipping permission checks
  • Seeking GitOps or fully automated CI/CD without MCP/CLI
  • Users without a Google Cloud project or Search Console access.
  • Those needing real-time data (default is final data, but 'all' option exists).
  • Non-technical users may find setup challenging due to required Google Cloud configuration.
Required permissions
  • Requires Google Cloud IAM credentials to access Cloud Run APIs.
  • Authentication via `gcloud auth login` and `gcloud auth application-default login`.
  • Deployment requires appropriate Cloud Run permissions like `run.services.create` and `run.services.update`.
  • Project creation requires permissions like `resourcemanager.projects.create`.
  • Requires a Google Cloud service account key with access to the Search Console API.
  • The service account must be granted property administrator rights in Search Console.
  • The server reads the key via environment variable, typically for external services.
Risks and side effects
  • Using remote MCP server without authentication may lead to unauthorized access.
  • IAM checks are skipped by default (`SKIP_IAM_CHECK=true`), potentially allowing overly permissive access.
  • Deploying file contents may expose sensitive data if provided in prompts.
  • DNS rebinding risk unless host validation is enabled (`ENABLE_HOST_VALIDATION`).
  • Credential leak risk: If the service account key is not stored securely, data may be exposed. Use secret management services.
  • Data access scope: The service account can access all authorized Search Console properties, including sensitive performance data.
  • This is a third-party project, not an official Google server, and may not have undergone security auditing. Evaluate trustworthiness before use.
  • Potential Google Cloud API costs, though Search Console API is usually free within quotas.
Supported clientsGemini CLI, Claude Desktop, VS Code, Cursor, Windsurf, AntigravityClaude Desktop
Tools71