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About GCP MCP Server

Official MCP servers that connect AI assistants with Google Cloud services via the gcloud CLI and Observability APIs.

GCP MCP Server is an official set of Model Context Protocol implementations from Google Cloud that allow AI assistants to interact with cloud infrastructure through natural language. The main gcloud MCP server wraps the gcloud CLI, enabling developers to perform cloud operations without memorizing complex command syntax. In addition, the Observability MCP server provides access to Google Cloud's logging, metrics, and tracing APIs, making it easier to monitor and debug applications. These servers simplify workflows, reduce errors, and empower teams to manage Google Cloud resources more effectively within AI-assisted development environments.

Key features

  • Interact with Google Cloud via gcloud CLI using natural language
  • Automate multi-step cloud workflows
  • Reduce complexity with simplified command chaining
  • Observability MCP server for logs, metrics, and trace queries
  • Works with Gemini CLI and Gemini Code Assist
  • Secure authentication with Google Cloud credentials
  • Easy installation via npm
  • Maintained by Google Cloud
MCP Servers
  • An MCP server that connects AI assistants with SigNoz observability data for metrics, alerts, dashboards, and service monitoring.

    Developer ToolsOpen source
    macOS · Windows27 stars
  • MCP server for Grafana integration, enabling AI assistants to access dashboards, metrics, and observability data.

    Developer ToolsFreemium
    macOS · Windows300 stars
  • Open-source MCP server to query and analyze Prometheus metrics (PromQL, metadata, alerts).

    Developer ToolsFree
    Web / HTTP · API225 stars
  • An MCP server that connects AI assistants with Axiom datasets via Axiom Processing Language (APL).

    Developer ToolsOpen source
    macOS · Windows58 stars
  • An MCP server that lets AI assistants query AgentOps traces and spans for debugging and observability.

    Developer ToolsOpen source
    macOS · Windows8 stars