cloud
Google Cloud MCP servers and skills
There are 84 ways to connect Google Cloud to Claude, ChatGPT, Cursor and other AI assistants: 19 MCP servers and 65 skills. The most used is Observability MCP (929 GitHub stars).
Best Google Cloud MCP servers, compared →Most used
MCP Server for GCP environment for interacting with various Observability APIs.
Model Context Protocol (MCP) Server for interacting with GCP APIs
Model Context Protocol (MCP) Server for interacting with GCS APIs
Model Context Protocol (MCP) Server for interacting with Google Cloud Backup and Disaster Recovery
OpenTabs plugin for Google Cloud Console
Cloud Run MCP deployment tool
MCP servers (19)
- 1Observability MCP googleapis · Cloud and DevOpsMCP Server for GCP environment for interacting with various Observability APIs.93
- 2Gcloud MCP googleapis · Cloud and DevOpsModel Context Protocol (MCP) Server for interacting with GCP APIs93
- 3Storage MCP googleapis · Knowledge and memoryModel Context Protocol (MCP) Server for interacting with GCS APIs91
- 4Backupdr MCP googleapis · Cloud and DevOpsModel Context Protocol (MCP) Server for interacting with Google Cloud Backup and Disaster Recovery87
- 5Opentabs Plugin Google Cloud opentabs-dev · Cloud and DevOpsOpenTabs plugin for Google Cloud Console84
- 6Cloud Run MCP GoogleCloudPlatform · Cloud and DevOpsCloud Run MCP deployment tool84
- 7GCP X402 subsquid-labs · DatabasesMCP server to query BigQuery public datasets via the gcp-x402 x402 proxy64
- 8GCP MCP eniayomi · Cloud and DevOpsModel Context Protocol (MCP) server for Google Cloud Platform - Talk to your GCP resources59
- 9Google Cloud Observability MCP jesusxtract · Cloud and DevOpsModel Context Protocol server for Google Cloud observability services (Logging, Monitoring, Trace, Spanner)54
- 10GCP Platform Engineer deBilla · Cloud and DevOpsRead-only GCP tools for debugging incidents and finding cost savings45
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- 11GCP MCP Server startupmanch · Cloud and DevOpsModel Context Protocol (MCP) server for Google Cloud Platform - Talk to your GCP resources39
- 12Google Cloud MCP krzko · Cloud and DevOpsModel Context Protocol server for Google Cloud services38
- 13MCP GCP Asset Inventory diego.secops · Cloud and DevOpsModel Context Protocol server for Google Cloud Asset Inventory32
- 14Getground MCP GCP pedro.peixoto · Cloud and DevOpsModel Context Protocol server for Google Cloud Logging32
- 15Google Cloud MCP chatflowdev · Cloud and DevOpsModel Context Protocol server for Google Cloud services27
- 16Google Cloud MCP fastmcp-me · Cloud and DevOpsModel Context Protocol server for Google Cloud services25
- 17Solvicus FinOps - GCP Committed Use Discount (CUD) Optimization solvicus · Cloud and DevOpsFinOps for Google Cloud: size 1- and 3-year CUD commitments to known demand. Also solves LP/MIP.16
- 18Google Cloud Run run · Cloud and DevOpsDeploy applications to Cloud Run14
- 19GCP Billing mcp-dir · DatabasesGoogle Cloud Billing BigQuery export reporting through a user-connected service account.12
Skills (65)
- 1gcp-agent-model-armor-shield GoogleCloudPlatform · SecurityConfigures Model Armor security policies (Prompt Injection, Jailbreak, RAI filters).70
- 2gcp-agent-eval-metric-configurator GoogleCloudPlatform · Cloud and DevOpsProvides templates for configuring Vertex AI Gen AI Evaluation metrics like GROUNDING, TOOL_USE_QUALITY, and ResponseMatch for specific agent domains.70
- 3cis-gcp-cos-5.1.21 CyberStrikeus · Cloud and DevOpsEnsure SSH MaxStartups is configured69
- 4cis-gcp-cos-6.2.4 CyberStrikeus · Cloud and DevOpsEnsure no legacy "+" entries exist in /etc/group69
- 5cis-gcp-cos-1.5.1.5 CyberStrikeus · Cloud and DevOpsEnsure permissions on /etc/issue are configured69
- 6gcp-setup gemini-cli-extensions · Cloud and DevOps🐉 Initial Google Cloud environment verification and authentication setup. Use when starting a new session to ensure correct identities across gcloud, ADC, and kubectl.68
- 7endly-gcp-pubsub viant · Cloud and DevOpsAuthor and run Endly gcp/pubsub service actions and diagnose their requests, responses, and workflow integration.63
- 8endly-gcp-compute viant · Cloud and DevOpsAuthor and run Endly gcp/compute service actions and diagnose their requests, responses, and workflow integration.63
- 9endly-gcp-container viant · Cloud and DevOpsAuthor and run Endly gcp/container service actions and diagnose their requests, responses, and workflow integration.63
- 10endly-gcp-kms viant · Cloud and DevOpsAuthor and run Endly gcp/kms service actions and diagnose their requests, responses, and workflow integration.63
- 11endly-gcp-run viant · Cloud and DevOpsAuthor and run Endly gcp/run service actions and diagnose their requests, responses, and workflow integration.63
- 12endly-gcp-storage viant · Cloud and DevOpsAuthor and run Endly gcp/storage service actions and diagnose their requests, responses, and workflow integration.63
- 13endly-gcp-bigquery viant · DatabasesAuthor and run Endly gcp/bigquery service actions and diagnose their requests, responses, and workflow integration.63
- 14endly-gcp-cloudscheduler viant · Cloud and DevOpsAuthor and run Endly gcp/cloudscheduler service actions and diagnose their requests, responses, and workflow integration.63
- 15gcp_memory_bank neo4j-labs · DatabasesPersist and recall long-term user facts using Vertex AI Memory Bank.52
- 16content-research-writer lavinigam-gcp · Cloud and DevOpsContent research and SEO writing methodology. Guides the agent through topic research, keyword identification, competitive analysis, and writing SEO-optimized content that ranks well and provides genuine value to readers.46
- 17report-generator lavinigam-gcp · Cloud and DevOpsGenerates structured technical reports in Markdown. Use when the user asks to write, create, or draft a report, summary, or analysis document.45
- 18cloud-gcp Navinspire-ia · Cloud and DevOpsOperate Google Cloud with gcloud - GCE, GKE, storage, networking, IAM, logs, costs. Read-first; mutations gated by approval.45
- 19gcp-cloud-run omer-metin · Cloud and DevOpsSpecialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub. Use when ", gcp, cloud-run, serverless, containers, pubsub" mentioned.42
- 20terraform-gcp DemOnJR · Cloud and DevOpsMinimal GCP Terraform — one GCS bucket. Load meta/ponytail first.37
- 21gcp-project-status kubony · Cloud and DevOpsGCP 프로젝트 상태 조회36
- 22google-cloud modbender · Cloud and DevOpsManage Google Cloud resources via gcloud CLI. Compute, storage, and cloud functions.32
- 23gcp-architect inbharatai · DatabasesDesign Google Cloud architectures — GKE, Cloud Run, BigQuery, Pub/Sub, and Cloud Spanner solutions.32
- 24gcp-read-only fisker086 · Cloud and DevOpsRead-only Google Cloud inspection via gcloud CLI31
- 25google-cloud-platform-api fatmambot33 · DatabasesExplore BigQuery and Cloud Storage through bounded inspection and cost-controlled read tools.30
- 26cyber-auditing-gcp-iam-permissions nexuslinkproductions · Cloud and DevOpsAuditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage, service account key proliferation, and cross-project access risks using gcloud CLI, Policy Analyzer, and IAM Recommender.29
- 27google-cloud leandrowcs · Cloud and DevOpsUse when working with Google Cloud — Cloud Run, Cloud Storage, Secret Manager, or Pub/Sub. Covers containerization, IAM, signed URLs, and async workflows.28
- 28gcp-cloud diegosouzapw · DatabasesGoogle Cloud Platform infrastructure patterns and best practices. Use when designing or implementing GCP solutions including Compute Engine, Cloud Functions, Cloud Storage, and BigQuery.28
- 29google-cloud-run nbortolotti · Cloud and DevOpsExpert guidelines for building, deploying, configuring, and troubleshooting serverless container services on Google Cloud Run. Use when creating Cloud Run deployment commands, configuring service settings, ingress, IAM authentication, or scaling.27
- 30gcp-kubernetes-deployment ai-automation-tools · Cloud and DevOpsDeploy containerized applications to Google Kubernetes Engine with CI/CD, monitoring, and auto-scaling.27
- 31gcp-cloud-run arvnfly · DatabasesGoogle Cloud Run microservices, container concurrency, autoscaling limits, and Cloud SQL connection proxies.26
- 32google-cloud-npm opencharly · Cloud and DevOpsGoogle Cloud npm packages: the Firebase CLI. Use when working with Firebase or GCP Node.js tooling.26
- 33cis-gcp-cos-6.2.3 node011 · Cloud and DevOpsEnsure no legacy "+" entries exist in /etc/shadow26
- 34cis-gcp-cos-1.6 node011 · Cloud and DevOpsEnsure AppArmor is installed26
- 35cis-gcp-cos-5.1.7 node011 · Cloud and DevOpsEnsure SSH MaxAuthTries is set to 4 or less26
- 36cis-gcp-cos-6.1.7 node011 · Cloud and DevOpsEnsure permissions on /etc/group- are configured26
- 37cis-gcp-cos-6.1.1 node011 · Cloud and DevOpsEnsure permissions on /etc/passwd are configured26
- 38cloud-gcp-anthos-advanced Sandeeprdy1729 · Cloud and DevOpsMaster cloud gcp anthos advanced with comprehensive coverage of concepts, implementation, optimization, and production best practices. Essential skill for professionals working in cloud.25
- 39security-gcp-security-command-center Sandeeprdy1729 · SecurityMaster security gcp security command center with comprehensive coverage of concepts, implementation, optimization, and production best practices. Essential skill for professionals working in security.25
- 40gcp-cloud-storage-iam-permissions UitbreidenOS · Cloud and DevOpsGuidelines and instructions for GCP Cloud Storage IAM permissions24
- 41gcp-expert luokai0 · DatabasesExpert-level Google Cloud. Use when working with Cloud Run, GKE, BigQuery, Cloud Functions, Pub/Sub, Firestore, or designing GCP architectures.24
- 42gcp-enterprise-networking ChrisHartline · SecurityDesign and troubleshoot enterprise-grade GCP networking architectures. Use for VPC, hybrid connectivity, segmentation, security controls, and operational hardening.24
- 43omega-google-cloud-platform-automation mojealterego · Cloud and DevOpsUse when OMEGA must authenticate to Google Cloud, inspect projects, enable APIs, manage Artifact Registry, submit Cloud Build jobs, deploy Cloud Run services, and verify Google Cloud state through WIF/ADC and gcloud automation.24
- 44gcp-deployment-manager ezvibes · Cloud and DevOpsAdapter for Nido deployment and GCP/Firebase operations. Use the canonical repo skill at .agents/skills/nido-deployment-manager/SKILL.md.23
- 45cis-gcp-cos-5.1.18 harezadmm · Cloud and DevOpsEnsure SSH warning banner is configured23
- 46cis-gcp-cos-6.2.17 harezadmm · Cloud and DevOpsEnsure no duplicate GIDs exist23
- 47cis-gcp-cos-5.1.12 harezadmm · Cloud and DevOpsEnsure SSH PermitUserEnvironment is disabled23
- 48cis-gcp-cos-5.1.18 urtir · Cloud and DevOpsEnsure SSH warning banner is configured23
- 49cis-gcp-cos-6.2.18 harezadmm · Cloud and DevOpsEnsure no duplicate user names exist23
- 50cis-gcp-cos-6.2.17 urtir · Cloud and DevOpsEnsure no duplicate GIDs exist23
- 51cis-gcp-cos-6.1.5 harezadmm · Cloud and DevOpsEnsure permissions on /etc/passwd- are configured23
- 52gcp-vpc-networking LoopyLuci · Cloud and DevOpsUse when designing GCP VPC networks.22
- 53GCP Cloud Architect & Terminal Pro dawink5674 · SecurityEnterprise-grade GCP operations including Cloud Run revision management, GCE IAP security, and Terraform state integrity.22
- 54google-cloud-operations victorbash400 · Cloud and DevOpsInspect and operate Google Cloud projects and resources with explicit project scoping. Use for cloud inventory, configuration, deployment, logs, and infrastructure actions.21
- 55gcp-compute 11vated · Cloud and DevOpsGCP Compute - use when working on related tasks19
- 56gcp-cloudbuild 11vated · Cloud and DevOpsGCP CloudBuild - use when working on related tasks19
- 57gcp-app-engine 11vated · Cloud and DevOpsGCP App Engine - use when working on related tasks19
- 58gcp-cloud-functions 11vated · Cloud and DevOpsGCP Functions - use when working on related tasks19
- 59gcp-network-troubleshooter carlosmscabral · SecurityAdvanced diagnostics playbook for private VPC connectivity, serverless network bridges, and firewall blocks.19
- 60gcp-iam-troubleshooter carlosmscabral · Cloud and DevOpsAdvanced diagnostics playbook for complex GCP authorization errors, cross-project lookups, and token impersonations.19
- 61gcp-agent-tool-trajectory-evaluator morenopt · Cloud and DevOpsProvides custom Python metrics for configuring Vertex AI Gen AI Evaluation to measure Trajectory Precision, Recall, and Order Match.18
- 62gcp-agent-shadow-deployer morenopt · Cloud and DevOpsImplements the "Dark Canary" pattern for Cloud Run, allowing agents to be evaluated in production without serving user traffic.18
- 63gcp-onboarding melangoth · SecurityMaintain this repository's GCP onboarding documentation. Use when changes touch Google Cloud setup, OAuth consent or clients, Google API scopes, Secret Manager, Cloud Run, GitHub Pages deployment configuration, backend environment variables, or frontend environment flags that a new project/environment must configure.18
- 64troubleshoot-gcp kumarsparkz · Cloud and DevOpsTroubleshoot GCP/GKE deployment issues — analyze failing pods, check logs, events, resource quotas, and node health. Use when deployments are failing, pods are crashing, or GKE has issues.16
- 65gcp NeuralBlitz · Cloud and DevOpsGoogle Cloud Platform services and best practices13
Questions
Is there an official Google Cloud MCP server?
Check the publisher on each listing: servers published by Google Cloud itself are the official ones. The most used Google Cloud server here is Observability MCP by googleapis.
How do I connect Google Cloud to Claude?
Pick a server below, open its page and copy the install command for Claude Code, or the config block for Claude Desktop. Most Google Cloud servers need an API key or token from your Google Cloud account.