Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GOOGLE_PRIVATE_KEY | No | Your Google Cloud service account private key (method 2) | |
| GOOGLE_CLIENT_EMAIL | No | Your Google Cloud service account email (method 2) | |
| GOOGLE_CLOUD_PROJECT | No | Your Google Cloud project ID (optional, will attempt to determine from credentials if not set) | |
| GOOGLE_APPLICATION_CREDENTIALS | No | Path to your Google Cloud service account key file (method 1) |
Schema
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| analyse-errors | Analyse errors in logs over a specified timeframe with optional severity and service filtering |
| trace-request | Trace a specific request through logs using trace ID |
| performance-overview | Get a performance overview for services over a specified timeframe |
| alert-investigation | Investigate a specific alert and analyse related metrics and logs |
| schema-explanation | Get a comprehensive overview of a Cloud Spanner database schema |
| query-optimisation | Analyse and provide optimisation suggestions for a Cloud Spanner SQL query |
| data-exploration | Analyse a Cloud Spanner table schema, performance, and data patterns |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| gcp-logging-query-logs | Query Google Cloud Logs with custom filters. Searches across all payload types (text, JSON, proto) and metadata fields. |
| gcp-logging-query-time-range | Query Google Cloud Logs within a specific time range. Supports relative times (1h, 2d) and ISO timestamps. |
| gcp-logging-search-comprehensive | Search across all log fields including textPayload, jsonPayload, protoPayload, labels, HTTP requests, and metadata. Provides maximum context. |
| gcp-spanner-execute-query | - |
| gcp-spanner-list-tables | - |
| gcp-spanner-list-instances | - |
| gcp-spanner-list-databases | - |
| gcp-spanner-query-natural-language | - |
| gcp-spanner-query-count | - |
| gcp-monitoring-query-metrics | - |
| gcp-monitoring-list-metric-types | - |
| gcp-monitoring-query-natural-language | - |
| gcp-trace-get-trace | - |
| gcp-trace-list-traces | - |
| gcp-trace-find-from-logs | - |
| gcp-trace-query-natural-language | - |
| gcp-iam-get-project-policy | Retrieve the IAM policy for a Google Cloud project |
| gcp-iam-test-project-permissions | Test which permissions the current caller has on a Google Cloud project |
| gcp-iam-test-resource-permissions | Test which permissions the current caller has on specific Google Cloud resources |
| gcp-iam-validate-deployment-permissions | Check if current caller has required permissions for deploying to common GCP services |
| gcp-iam-list-deployment-services | List all GCP services with pre-defined deployment permission sets |
| gcp-iam-analyse-permission-gaps | Compare current permissions against required permissions for specific operations and identify gaps |
| gcp-error-reporting-list-groups | - |
| gcp-error-reporting-get-group-details | - |
| gcp-error-reporting-analyse-trends | - |
| gcp-profiler-list-profiles | - |
| gcp-profiler-analyse-performance | - |
| gcp-profiler-compare-trends | - |
| gcp-billing-list-accounts | List all Google Cloud billing accounts accessible to the user |
| gcp-billing-get-account-details | Retrieve detailed information about a specific Google Cloud billing account |
| gcp-billing-list-projects | List all projects associated with a specific Google Cloud billing account |
| gcp-billing-get-project-info | Retrieve billing configuration and status for a Google Cloud project |
| gcp-billing-list-services | List all available Google Cloud services for billing and cost analysis |
| gcp-billing-list-skus | List all SKUs (Stock Keeping Units) and pricing information for a Google Cloud service |
| gcp-billing-analyse-costs | Perform detailed cost analysis with trends and insights for Google Cloud billing data |
| gcp-billing-detect-anomalies | Detect unusual cost patterns and spending anomalies in Google Cloud billing data |
| gcp-billing-cost-recommendations | Generate cost optimisation recommendations with potential savings for Google Cloud billing |
| gcp-billing-service-breakdown | Get detailed cost breakdown by Google Cloud service with usage and SKU information |
| gcp-utils-set-project-id | Set the default Google Cloud project ID to use for all operations |
| gcp-utils-get-project-id | Get the current Google Cloud project ID and recent project history |