← all plugins

1. ▌
   gcloud · google

   Interacts with Google Cloud services using the gcloud CLI safely and efficiently, with command validation, data reduction, safety guardrails, and workflows for discovery and investigation.
   14.4k
   repo stars
2. ▌
   gke-cost · google

   Optimize GKE costs by rightsizing workloads, configuring Spot VMs, selecting machine types, and using Committed Use Discounts.
   14.4k
   repo stars
3. ▌
   gemini-api · google bundle

   Guides usage of the Gemini API on Agent Platform with the Google Gen AI SDK, covering SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.
   14.4k
   repo stars
4. ▌
   gke-basics · google bundle

   Routes to specialized GKE sub-skills for cluster management, networking, security, scaling, and more on Google Kubernetes Engine.
   14.4k
   repo stars
5. ▌
   gke-scaling · google bundle

   Configures GKE autoscaling with HPA, VPA, and Node Auto-Provisioning using golden path defaults for cost optimization.
   14.4k
   repo stars
6. ▌
   gke-storage · google

   Configures GKE storage including PVCs, PersistentVolumes, Filestore, and GCS FUSE with best practices for production workloads.
   14.4k
   repo stars
7. ▌
   gke-security · google bundle

   Hardens Google Kubernetes Engine (GKE) clusters with Workload Identity, Secret Manager, RBAC, Binary Authorization, Network Policies, and Pod Security Standards.
   14.4k
   repo stars
8. ▌
   gke-upgrades · google bundle

   Plans, executes, and validates Google Kubernetes Engine (GKE) cluster upgrades and maintenance operations for both Standard and Autopilot clusters, producing upgrade plans, checklists, and runbooks with gcloud commands.
   14.4k
   repo stars
9. ▌
   gke-backup-dr · google

   Protects stateful GKE workloads by configuring backup plans, restore workflows, and disaster recovery using Backup for GKE.
   14.4k
   repo stars
10. ▌
    gke-batch-hpc · google

    Runs batch processing and high-performance computing (HPC) workloads on Google Kubernetes Engine (GKE), including job queues, parallel processing, and MPI workloads.
    14.4k
    repo stars
11. ▌
    gke-inference · google

    Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers.
    14.4k
    repo stars
12. ▌
    alloydb-basics · google bundle

    Manages AlloyDB for PostgreSQL clusters, instances, and backups using gcloud CLI commands.
    14.4k
    repo stars
13. ▌
    bigquery-ai-ml · google bundle

    Run machine learning and generative AI tasks directly in BigQuery SQL using built-in functions for forecasting, anomaly detection, key driver analysis, and text generation.
    14.4k
    repo stars
14. ▌
    gke-networking · google

    Plans, configures, and manages GKE networking including private clusters, VPC-native configurations, Gateway API, DNS, ingress/egress, Dataplane V2, and IP planning.
    14.4k
    repo stars
15. ▌
    bigquery-basics · google bundle

    Manage datasets, tables, and jobs in BigQuery. Run SQL queries, manage BigQuery resources, and perform basic data ingestion and analysis.
    14.4k
    repo stars
16. ▌
    bigtable-basics · google bundle

    Provision Bigtable instances, design performant schemas, and query data using gcloud, cbt, or client libraries.
    14.4k
    repo stars
17. ▌
    firebase-basics · google bundle

    Sets up the Firebase CLI, installs Firebase agent skills, and configures project context for mobile and web app development.
    14.4k
    repo stars
18. ▌
    gke-golden-path · google bundle

    Provides GKE golden path configuration defaults, production readiness checklists, and cluster default patterns for designing and verifying GKE clusters.
    14.4k
    repo stars
19. ▌
    gke-reliability · google

    Configures GKE workload reliability with PodDisruptionBudgets, health probes, topology spread constraints, and graceful shutdown patterns.
    14.4k
    repo stars
20. ▌
    cloud-run-basics · google bundle

    Deploy and manage Cloud Run services, jobs, and worker pools on Google Cloud.
    14.4k
    repo stars
21. ▌
    cloud-sql-basics · google bundle

    Creates and manages Cloud SQL instances, databases, and users for MySQL, PostgreSQL, and SQL Server using gcloud CLI commands.
    14.4k
    repo stars
22. ▌
    gke-multitenancy · google

    Plans and configures multi-tenancy on GKE, covering namespace isolation, RBAC planning, resource quotas, LimitRanges, network isolation, and cost allocation.
    14.4k
    repo stars
23. ▌
    gemini-agents-api · google

    Manage custom Agent resources on the Gemini Enterprise Agent Platform via REST API, including creation, configuration, listing, updating, and deletion with support for files, skills, and tools.
    14.4k
    repo stars
24. ▌
    gke-observability · google

    Configures GKE observability with Cloud Logging, Cloud Monitoring, and managed Prometheus for monitoring, logging, and metrics collection.
    14.4k
    repo stars
25. ▌
    bigquery-bigframes · google

    Generates Python code using BigQuery DataFrames (BigFrames), the pandas/scikit-learn-style API over BigQuery, for dataframe and ML workflows.
    14.4k
    repo stars
26. ▌
    gke-app-onboarding · google bundle

    Containerizes applications and deploys them to Google Kubernetes Engine (GKE) with Dockerfiles, manifests, and best practices.
    14.4k
    repo stars
27. ▌
    gke-compute-classes · google bundle

    Configures, optimizes, and troubleshoots GKE ComputeClasses for Spot VMs with on-demand fallback, GPU/TPU targeting, machine family selection, and zone colocation.
    14.4k
    repo stars
28. ▌
    gke-cluster-creation · google

    Creates GKE clusters with golden path Autopilot defaults, supporting Standard and GPU workloads. Guides through project, region, and networking inputs, then provisions and verifies cluster settings.
    14.4k
    repo stars
29. ▌
    agent-platform-deploy · google bundle

    Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check deployment status, verify serving endpoints, or clean up resources by undeploying models and deleting endpoints.
    14.4k
    repo stars
30. ▌
    agent-platform-tuning · google bundle

    Fine-tune open models or Gemini models using Agent Platform infrastructure, from environment setup through data preparation, job configuration, monitoring, and deployment.
    14.4k
    repo stars
31. ▌
    gemini-interactions-api · google

    Authenticate, initialize, and use the stateful Gemini Interactions API for multi-turn conversations, streaming, structured output, and function calling on the Gemini Enterprise Agent Platform.
    14.4k
    repo stars
32. ▌
    gke-cluster-autoscaler · google bundle

    Provides guidance on enabling and optimizing GKE Cluster Autoscaler, including Node Auto Provisioning, troubleshooting scale-up/down issues, and best practices for capacity management.
    14.4k
    repo stars
33. ▌
    workload-manager-basics · google bundle

    Validate enterprise workloads against Google Cloud best practices using public client libraries and the REST API to manage evaluations, rules, scanned resources, and validation results.
    14.4k
    repo stars
34. ▌
    agent-platform-inference · google bundle

    Authenticates and connects to Google Cloud Agent Platform for inference with Gemini and third-party OpenMaaS models (Llama, DeepSeek, Qwen). Generates code for multiple SDKs, configures endpoints, and troubleshoots common errors.
    14.4k
    repo stars
35. ▌
    google-cloud-recipe-auth · google

    Guides authentication and authorization to Google Cloud services, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.
    14.4k
    repo stars
36. ▌
    google-cloud-waf-security · google

    Evaluates Google Cloud workloads against the Well-Architected Framework security pillar, identifies security requirements, and provides actionable recommendations for IAM, network security, data protection, and operational security.
    14.4k
    repo stars
37. ▌
    iam-recommendations-fetcher · google

    Fetches IAM recommendations and security insights from Google Cloud for a specified organization, folder, or project, using MCP tools, gcloud CLI, or direct API calls.
    14.4k
    repo stars
38. ▌
    agent-platform-eval-flywheel · google bundle

    Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology, including dataset creation, metric selection, failure analysis, and iterative improvement.
    14.4k
    repo stars
39. ▌
    google-agents-cli-onboarding · google

    Sets up Google's agents-cli toolkit and guides through the full agent development lifecycle: scaffold, build, evaluate, deploy, publish, and monitor on Gemini Enterprise Agent Platform.
    14.4k
    repo stars
40. ▌
    google-cloud-waf-reliability · google

    Evaluates Google Cloud workloads against the Reliability pillar of the Well-Architected Framework, providing actionable recommendations for building, deploying, and managing reliable systems.
    14.4k
    repo stars
41. ▌
    agent-platform-model-registry · google

    Manage machine learning models in the Agent Platform Model Registry: list, describe, upload, update, and delete models and their versions.
    14.4k
    repo stars
42. ▌
    agent-platform-skill-registry · google bundle

    Search, manage, and scaffold skills in the Gemini Enterprise Agent Platform Skill Registry.
    14.4k
    repo stars
43. ▌
    google-cloud-recipe-onboarding · google

    Guides a developer through first steps on Google Cloud, including account setup, authentication, project creation, and billing linkage.
    14.4k
    repo stars
44. ▌
    google-cloud-waf-sustainability · google

    Evaluates Google Cloud workloads against the Sustainability pillar of the Well-Architected Framework, providing actionable recommendations to minimize environmental impact.
    14.4k
    repo stars
45. ▌
    agent-platform-prompt-management · google bundle

    Creates, lists, retrieves, versions, and deletes managed prompts in Google Cloud Agent Platform using the Python SDK.
    14.4k
    repo stars
46. ▌
    agent-platform-tuning-management · google

    Manages GenAI tuning jobs in Agent Platform by listing, inspecting, or canceling ongoing model tuning jobs.
    14.4k
    repo stars
47. ▌
    ima-sdk-basics · google bundle

    Integrate client-side video and audio ads using the IMA SDK across web, Android, iOS, and TV platforms with VAST/VMAP support.
    14.4k
    repo stars
48. ▌
    agent-platform-alert-configuration · google bundle

    Configures dynamic threshold alerting policies for Google Cloud Vertex AI Agent Platform agents, monitoring latency, error rates, and quality metrics using Terraform and PromQL.
    14.4k
    repo stars
49. ▌
    agent-platform-endpoint-management · google

    Manages Agent Platform serving endpoints: create, list, describe, update, delete, and troubleshoot permission, quota, and resource busy errors.
    14.4k
    repo stars
50. ▌
    google-cloud-waf-cost-optimization · google

    Evaluates Google Cloud workloads against the Cost Optimization pillar of the Well-Architected Framework, identifies cost requirements and constraints, and provides actionable recommendations for building, deploying, and managing workloads cost-efficiently.
    14.4k
    repo stars
51. ▌
    google-analytics-data-api-basics · google bundle

    Enables the Google Analytics Data API, authenticates via gcloud, and creates customized reports using the v1beta client library.
    14.4k
    repo stars
52. ▌
    agent-platform-rag-engine-management · google

    Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK.
    14.4k
    repo stars
53. ▌
    data-manager-api-setup · google bundle

    Guides through client library installation and authentication setup for the Data Manager API, including ADC configuration and required scopes.
    14.4k
    repo stars
54. ▌
    google-ads-api-mcp-setup · google

    Installs and configures the official Google Ads MCP Server to connect AI assistants to Google Ads accounts for querying campaigns and retrieving reporting metrics using natural language.
    14.4k
    repo stars
55. ▌
    google-analytics-admin-api-basics · google bundle

    Programmatically configure Google Analytics accounts, properties, data streams, custom dimensions, conversion events, and integrations using the Admin API.
    14.4k
    repo stars
56. ▌
    agent-platform-migrate-from-ai-studio · google

    Migrate applications from Google AI Studio to Google Cloud Agent Platform, enabling enterprise features like IAM, billing, and SLAs.
    14.4k
    repo stars
57. ▌
    google-cloud-networking-observability · google bundle

    Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics, including VPC Flow Logs, NAT, firewall, threat logs, latency, throughput, and Connectivity Tests.
    14.4k
    repo stars
58. ▌
    google-ads-api-quickstart · google bundle

    Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a 'retrieve campaigns' script. Troubleshoots common setup errors.
    14.4k
    repo stars
59. ▌
    google-cloud-recipe-foundation-builder · google bundle

    Deploys a secure, enterprise-grade Google Cloud landing zone foundation with organization policies, resource hierarchy, billing association, and centralized logging and monitoring.
    14.4k
    repo stars
60. ▌
    google-cloud-waf-operational-excellence · google

    Generates operations-focused guidance for Google Cloud workloads based on the Operational Excellence pillar of the Well-Architected Framework, including assessment questions and validation checklists.
    14.4k
    repo stars
61. ▌
    google-mobile-ads-banner · google bundle

    Integrates Google Mobile Ads banner ads into Android and iOS apps, guiding placement and implementation steps.
    14.4k
    repo stars
62. ▌
    detection-engineering-coverage-evaluation · google

    Automates detection engineering workflows in Google SecOps by extracting threat intelligence, generating detection opportunities, simulating attacker behavior with synthetic events, evaluating rule coverage, and creating new YARA-L 2.0 rules to close gaps.
    14.4k
    repo stars
63. ▌
    google-cloud-waf-performance-optimization · google

    Evaluates Google Cloud workloads against the Performance Optimization pillar of the Well-Architected Framework, providing actionable recommendations for resource allocation, modular design, elasticity, and monitoring.
    14.4k
    repo stars
64. ▌
    google-mobile-ads-rewarded · google bundle

    Integrates Google Mobile Ads rewarded ads into Android or iOS apps, guiding through loading, callbacks, opt-in UI, and verification.
    14.4k
    repo stars
65. ▌
    datalineage-bigquery-asset-impact-analysis · google bundle

    Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified, identifying all affected downstream tables, dashboards, and processes.
    14.4k
    repo stars
66. ▌
    google-mobile-ads-get-started · google bundle

    Guides through installing and integrating the Google Mobile Ads SDK for Android, iOS, or Unity applications.
    14.4k
    repo stars
67. ▌
    google-mobile-ads-interstitial · google bundle

    Integrates Google Mobile Ads SDK interstitial ads into Android and iOS mobile applications, guiding placement at natural app transition points.
    14.4k
    repo stars
68. ▌
    data-manager-api-event-ingestion · google

    Upload offline conversions, enhanced conversions for leads, click conversions, and Google Analytics events using the Data Manager API /v1/events/ingest endpoint.
    14.4k
    repo stars
69. ▌
    data-manager-api-audience-ingestion · google

    Uploads audience members to Google products like Customer Match and mobile device ID audiences using the Data Manager API.
    14.4k
    repo stars
70. ▌
    google-mobile-ads-android-migrate-to-next-gen · google

    Migrates Android apps from the legacy Google Mobile Ads SDK to the Next-Gen SDK with import, class, and method mapping tables.
    14.4k
    repo stars
71. ▌
    google-cloud-solution-agentic-ai-bidirectional-streaming · google

    Designs and implements a Google Cloud solution for live, bidirectional multimodal streaming workloads with AI agents, covering requirements discovery, architecture design, and deployment planning.
    14.4k
    repo stars