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About Google Cloud Platform

Google Cloud Platform (GCP) is Google's suite of cloud computing services, competing directly with AWS and Azure. It is particularly strong in data analytics (BigQuery), machine learning (Vertex AI), and Kubernetes (GKE, where Kubernetes originated). GCP uses per-second billing for compute and offers sustained-use discounts automatically without requiring reservations. In 2026, GCP expanded Flexible CUDs to all accounts and launched BigQuery fluid scaling, which reduces costs by up to 34% on autoscaling workloads.

AI Agent Use Cases

- BigQuery serverless data warehouse with fluid scaling (up to 34% cost reduction in 2026)

- Vertex AI for building, training, and deploying ML models at scale

- Compute Engine with automatic sustained-use discounts and Committed Use Discounts up to 70%

- Google Kubernetes Engine (GKE), the managed Kubernetes service from Kubernetes' creators

- Cloud Storage with 5 tiers (Standard, Nearline, Coldline, Archive) and Autoclass auto-tiering

- $300 free credit for first 90 days plus always-free tier including one e2-micro VM and 5 GB storage

Available Actions

These are the specific actions that AI agents can perform with this tool

Activate Entitlement

2 inputs

Activate a previously suspended entitlement using Google Apps Reseller API.

Inputs

name

The resource name of the entitlement to activate.

access_token

OAuth 2.0 token for the current user.

Add Instances to Instance Group

4 inputs

Add instances to a specified instance group

Inputs

project

The project ID for this request.

zone

The name of the zone where the instance group is located.

instanceGroup

The name of the instance group where instances should be added.

body

The request body containing data with structure '{ instances: [{ instance: string }] }'.

Create reCAPTCHA Key

4 inputs

Generate a new reCAPTCHA key for use on a website with specified domains.

Inputs

PROJECT_ID

The Google Cloud project ID where the reCAPTCHA key will be created.

DISPLAY_NAME

Name for the reCAPTCHA key, typically the website name.

DOMAINS

A list of domains or subdomains that are allowed to use the reCAPTCHA key.

TYPE_OF_INTEGRATION

The type of integration for the reCAPTCHA key, either 'score' or 'checkbox'.

Get Target Instance Details

3 inputs

Get details of a specified target instance.

Inputs

project

Project ID for this request.

zone

The name of the zone for this request.

targetInstance

The name of the target instance.

List Functions

2 inputs

Fetch a list of functions from a specified project location

Inputs

parent

The project and location in the format 'projects/{project_id}/locations/{location_id}'

access_token

OAuth 2.0 token for authentication

List Jobs

1 input

Retrieve a list of jobs in a specific location using Cloud Run API.

Inputs

parent

The name of the parent resource in which to list jobs. Specify the project ID and location ID.

List Violating Sites

Retrieve a list of sites with abusive experiences that are violating Google's standards

Resize Instance Group

5 inputs

Resize a managed instance group to a specified number of instances

Inputs

project

The project ID for your Google Cloud project.

region

The region of the instance group manager.

instanceGroupManager

The name of the managed instance group.

size

The target number of instances in the managed instance group.

access_token

The OAuth 2.0 access token to use for authentication.

Run BigQuery SQL Query

3 inputs

Run a SQL query synchronously on BigQuery and obtain the results

Inputs

projectId

The project ID for which the query should be executed.

query

The SQL query string to be run on BigQuery.

timeoutMs

Optional. The maximum amount of time that the query should take to run, in milliseconds.

Upload File

4 inputs

User wants to upload a file to a specific Cloud Storage bucket.

Inputs

bucketName

The name of the destination bucket.

objectName

The name of the object in the bucket.

filePath

The path to the file that needs to be uploaded.

accessToken

The OAuth 2.0 access token for authentication.

About Google Cloud Platform

AI Agent Use Cases

- BigQuery serverless data warehouse with fluid scaling (up to 34% cost reduction in 2026)

- Vertex AI for building, training, and deploying ML models at scale

- Compute Engine with automatic sustained-use discounts and Committed Use Discounts up to 70%

- Google Kubernetes Engine (GKE), the managed Kubernetes service from Kubernetes' creators

- Cloud Storage with 5 tiers (Standard, Nearline, Coldline, Archive) and Autoclass auto-tiering

- $300 free credit for first 90 days plus always-free tier including one e2-micro VM and 5 GB storage

Available Actions

These are the specific actions that AI agents can perform with this tool

Activate Entitlement

2 inputs

Activate a previously suspended entitlement using Google Apps Reseller API.

Inputs

name

The resource name of the entitlement to activate.

access_token

OAuth 2.0 token for the current user.

Add Instances to Instance Group

4 inputs

Add instances to a specified instance group

Inputs

project

The project ID for this request.

zone

The name of the zone where the instance group is located.

instanceGroup

The name of the instance group where instances should be added.

body

The request body containing data with structure '{ instances: [{ instance: string }] }'.

Create reCAPTCHA Key

4 inputs

Generate a new reCAPTCHA key for use on a website with specified domains.

Inputs

PROJECT_ID

The Google Cloud project ID where the reCAPTCHA key will be created.

DISPLAY_NAME

Name for the reCAPTCHA key, typically the website name.

DOMAINS

A list of domains or subdomains that are allowed to use the reCAPTCHA key.

TYPE_OF_INTEGRATION

The type of integration for the reCAPTCHA key, either 'score' or 'checkbox'.

Get Target Instance Details

3 inputs

Get details of a specified target instance.

Inputs

project

Project ID for this request.

zone

The name of the zone for this request.

targetInstance

The name of the target instance.

List Functions

2 inputs

Fetch a list of functions from a specified project location

Inputs

parent

The project and location in the format 'projects/{project_id}/locations/{location_id}'

access_token

OAuth 2.0 token for authentication

List Jobs

1 input

Retrieve a list of jobs in a specific location using Cloud Run API.

Inputs

parent

The name of the parent resource in which to list jobs. Specify the project ID and location ID.

List Violating Sites

Retrieve a list of sites with abusive experiences that are violating Google's standards

Resize Instance Group

5 inputs

Resize a managed instance group to a specified number of instances

Inputs

project

The project ID for your Google Cloud project.

region

The region of the instance group manager.

instanceGroupManager

The name of the managed instance group.

size

The target number of instances in the managed instance group.

access_token

The OAuth 2.0 access token to use for authentication.

Run BigQuery SQL Query

3 inputs

Run a SQL query synchronously on BigQuery and obtain the results

Inputs

projectId

The project ID for which the query should be executed.

query

The SQL query string to be run on BigQuery.

timeoutMs

Optional. The maximum amount of time that the query should take to run, in milliseconds.

Upload File

4 inputs

User wants to upload a file to a specific Cloud Storage bucket.

Inputs

bucketName

The name of the destination bucket.

objectName

The name of the object in the bucket.

filePath

The path to the file that needs to be uploaded.

accessToken

The OAuth 2.0 access token for authentication.