What it actually does
Google's official repository of MCP servers and agent skills. Instead of manually writing API wrappers to let your AI agent check Google Analytics or deploy to Google Kubernetes Engine (GKE), you just install this package. It provides native, robust, and highly secure tools for agents to query BigQuery databases, adjust Google Ads budgets, read GCS buckets, and interact with the entire Google ecosystem.
Who it's for
- 01
Marketing teams who want to build AI agents that autonomously optimize Google Ads campaigns
- 02
Data analysts who want an AI assistant to write and execute complex BigQuery SQL
- 03
DevOps engineers who want their agent to natively manage GKE clusters and GCP infrastructure
Where it earns its keep
- Asking your agent to 'Find our top performing Google Ad campaign this week and increase its budget by 10%'
- Giving your agent read-only access to Google Analytics to write weekly performance summaries
- Letting an incident-response agent query BigQuery logs to diagnose a production outage
Use it, or skip it
Reach for it when
- You already use Google Cloud Platform, Google Ads, or Google Workspace extensively
- You are tired of maintaining your own brittle Python wrappers for Google APIs
Skip it when
- You use AWS or Azure exclusively—these skills are hyper-specific to the Google ecosystem
- You are not comfortable giving an autonomous agent write-access to your cloud infrastructure
10 automations
Ideas, not tutorials. Each one is work a team does by hand today.
- 01Marketing
Automated Ad Budget Optimizer
Agent runs hourly to pause underperforming Google Ads and reallocate budget to high-converting campaigns based on live Analytics data.
- 02Sales
BigQuery Slack Bot
A Slack bot where the sales team can ask 'How many enterprise leads signed up yesterday?' and the agent writes and runs the BigQuery SQL to answer.
- 03Engineering
GKE Cluster Autoscaler
An agent that monitors traffic spikes and proactively scales GKE nodes up before the standard autoscaler kicks in.
- 04Operations
Cloud Storage Cleanup
Agent scans your GCS buckets for unused, unattached assets older than 6 months and generates a deletion plan to save costs.
- 05Founders
Analytics Anomaly Detector
Agent checks Google Analytics every morning and sends an alert to the founder if traffic drops below a baseline threshold.
- 06Engineering
Automated IAM Auditor
Agent reviews GCP IAM permissions weekly and revokes access for inactive users or overly permissive service accounts.
- 07Marketing
Campaign ROI Reporter
Agent cross-references Google Ads spend with CRM revenue data in BigQuery to generate true ROI reports for marketing.
- 08Operations
Automated DB Backups
Agent manages Cloud SQL snapshot schedules and verifies that backups are successfully copied to cold storage.
- 09Founders
Cloud Billing Alert Responder
When a GCP billing alert triggers, the agent investigates which service caused the spike and suggests immediate remediation steps.
- 10Marketing
SEO Performance Tracker
Agent queries Google Search Console data via BigQuery to identify declining keywords and suggests content updates.
Want one of these running by Friday?
LimeDock builds these as real workflows inside your stack — deployed to your cloud, wired into your Slack and CRM, with the code in your repo. You pay a build fee and your own API keys, nothing else.
Source
Repository stats were read from the GitHub API and reflect the last time we refreshed this entry. The editorial breakdown above is LimeDock’s own analysis — we are not affiliated with google.
https://github.com/google/skills