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iamishaan24

Google Cloud MCP Server

by iamishaan24

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GOOGLE_PRIVATE_KEYNoService account private key.
GOOGLE_CLIENT_EMAILNoService account client email.
GOOGLE_CLOUD_PROJECTNoGoogle Cloud project ID. If not set, inferred from credentials.
GOOGLE_APPLICATION_CREDENTIALSNoPath to the service account key file.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "listChanged": true
}
completions
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
gcp-logging-query-logsB

Query Google Cloud Logs with custom filters. Searches across all payload types (text, JSON, proto) and metadata fields.

gcp-logging-query-time-rangeA

Query Google Cloud Logs within a specific time range. Supports relative times (1h, 2d) and ISO timestamps.

gcp-logging-search-comprehensiveC

Search across all log fields including textPayload, jsonPayload, protoPayload, labels, HTTP requests, and metadata. Provides maximum context.

gcp-spanner-execute-queryD
gcp-spanner-list-tablesD
gcp-spanner-list-instancesD
gcp-spanner-list-databasesD
gcp-spanner-query-natural-languageD
gcp-spanner-query-countD
gcp-monitoring-query-metricsD
gcp-monitoring-list-metric-typesD
gcp-monitoring-query-natural-languageD
gcp-trace-get-traceD
gcp-trace-list-tracesD
gcp-trace-find-from-logsD
gcp-trace-query-natural-languageD
gcp-iam-get-project-policyB

Retrieve the IAM policy for a Google Cloud project

gcp-iam-test-project-permissionsA

Test which permissions the current caller has on a Google Cloud project

gcp-iam-test-resource-permissionsA

Test which permissions the current caller has on specific Google Cloud resources

gcp-iam-validate-deployment-permissionsA

Check if current caller has required permissions for deploying to common GCP services

gcp-iam-list-deployment-servicesB

List all GCP services with pre-defined deployment permission sets

gcp-iam-analyse-permission-gapsC

Compare current permissions against required permissions for specific operations and identify gaps

gcp-error-reporting-list-groupsD
gcp-error-reporting-get-group-detailsD
gcp-error-reporting-analyse-trendsD
gcp-profiler-list-profilesD
gcp-profiler-analyse-performanceD
gcp-profiler-compare-trendsD
gcp-billing-list-accountsA

List all Google Cloud billing accounts accessible to the user

gcp-billing-get-account-detailsA

Retrieve detailed information about a specific Google Cloud billing account

gcp-billing-list-projectsA

List all projects associated with a specific Google Cloud billing account

gcp-billing-get-project-infoA

Retrieve billing configuration and status for a Google Cloud project

gcp-billing-list-servicesB

List all available Google Cloud services for billing and cost analysis

gcp-billing-list-skusB

List all SKUs (Stock Keeping Units) and pricing information for a Google Cloud service

gcp-billing-analyse-costsC

Perform detailed cost analysis with trends and insights for Google Cloud billing data

gcp-billing-detect-anomaliesC

Detect unusual cost patterns and spending anomalies in Google Cloud billing data

gcp-billing-cost-recommendationsB

Generate cost optimisation recommendations with potential savings for Google Cloud billing

gcp-billing-service-breakdownC

Get detailed cost breakdown by Google Cloud service with usage and SKU information

gcp-compute-list-instancesA

List Compute Engine VM instances across the project or within a zone

gcp-compute-delete-instanceA

Delete a Compute Engine VM instance by name and zone

gcp-compute-create-instanceA

Create a Compute Engine VM instance with simple parameters

gcp-compute-get-instance-ipB

Fetch external IP(s) for a VM and provide suggested SSH commands

gcp-compute-start-instanceB

Start a stopped Compute Engine VM instance

gcp-compute-stop-instanceB

Stop a running Compute Engine VM instance

deploy-static-html-siteB

Create a VM with a startup script that installs nginx and writes provided HTML to /var/www/html/index.html

get-compute-vm-statusB

Retrieve the status of a Compute Engine VM instance

get-compute-vm-ipB

Fetch the external IP of a VM and return an http URL

create-static-site-bucketB

Create a Cloud Storage bucket configured for static site hosting (uniform bucket-level access).

upload-static-site-htmlB

Upload an HTML file to Cloud Storage and make it publicly readable.

list-static-site-bucketsB

List Cloud Storage buckets in the project.

delete-static-site-bucketA

Delete a Cloud Storage bucket (must be empty).

deploy-static-site-from-htmlB

Create a bucket, upload HTML, and provision a VM that serves the bucket content via nginx.

gcp-list-project-idsB

List all accessible Google Cloud project IDs

generate_gcp_mermaid_diagramA

Generate a Mermaid architecture diagram for a GCP project

gcp-utils-set-project-idB

Set the default Google Cloud project ID to use for all operations

gcp-utils-get-project-idA

Get the current Google Cloud project ID and recent project history

Prompts

Interactive templates invoked by user choice

NameDescription
analyse-errorsAnalyse errors in logs over a specified timeframe with optional severity and service filtering
trace-requestTrace a specific request through logs using trace ID
performance-overviewGet a performance overview for services over a specified timeframe
alert-investigationInvestigate a specific alert and analyse related metrics and logs
schema-explanationGet a comprehensive overview of a Cloud Spanner database schema
query-optimisationAnalyse and provide optimisation suggestions for a Cloud Spanner SQL query
data-explorationAnalyse a Cloud Spanner table schema, performance, and data patterns

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2/5.0

Scored across 56 tools

Disambiguation1/5

Multiple tools appear to do the same thing: gcp-compute-get-instance-ip vs get-compute-vm-ip, gcp-logging-query-logs vs gcp-logging-search-comprehensive, deploy-static-html-site vs deploy-static-site-from-html, plus several natural-language query variants for Spanner, Monitoring, and Trace. Many tools have no descriptions at all, making boundaries impossible to distinguish reliably.

Naming Consistency3/5

Most tools follow a readable gcp-service-verb-noun pattern, which helps navigation. However, the pattern is broken by unprefixed tools like deploy-static-html-site and get-compute-vm-ip, and by generate_gcp_mermaid_diagram using underscores. These are mixed conventions rather than complete chaos.

Tool Count2/5

56 tools is well above the 25+ threshold for a coherent toolkit. The count feels bloated because several tools could be consolidated, such as IP retrieval, logging queries, static-site deployment, and cost analysis variants.

Completeness2/5

The server covers a broad read-only observability and billing surface, plus basic compute and static-site workflows, but major GCP services like BigQuery, Cloud Run, GKE, and full Cloud Storage are missing. Even within covered services there are notable gaps: no IAM policy updates, no Spanner writes/DDL, no compute update, and no object-level static-site deletion.

Maintenance

ActivityInactive
ResponsivenessNo issues