Looker
About
Looker is a web based business intelligence and data management tool that provides a semantic layer to facilitate querying. It can be deployed in the cloud, on GCP, or on premises.
Requirements
Looker User
This source only uses API authentication. You will need to create an API user to login to Looker.
Note
To use the Conversational Analytics API, you will need to have the following Google Cloud Project API enabled and IAM permissions.
API Enablement in GCP
Enable the following APIs in your Google Cloud Project:
gcloud services enable geminidataanalytics.googleapis.com --project=$PROJECT_ID
gcloud services enable cloudaicompanion.googleapis.com --project=$PROJECT_ID
IAM Permissions in GCP
In addition to setting the ADC for your server, you need to ensure the IAM identity has been given the following IAM roles (or corresponding permissions):
roles/looker.instanceUser
roles/cloudaicompanion.user
roles/geminidataanalytics.dataAgentStatelessUser
To initialize the application default credential run gcloud auth login --update-adc
in your environment before starting MCP Toolbox.
Example
sources:
my-looker-source:
kind: looker
base_url: http://looker.example.com
client_id: ${LOOKER_CLIENT_ID}
client_secret: ${LOOKER_CLIENT_SECRET}
project: ${LOOKER_PROJECT}
location: ${LOOKER_LOCATION}
verify_ssl: true
timeout: 600s
The Looker base url will look like “https://looker.example.com”, don’t include a trailing “/”. In some cases, especially if your Looker is deployed on-premises, you may need to add the API port number like “https://looker.example.com:19999”.
Verify ssl should almost always be “true” (all lower case) unless you are using a self-signed ssl certificate for the Looker server. Anything other than “true” will be interpreted as false.
The client id and client secret are seemingly random character sequences assigned by the looker server. If you are using Looker OAuth you don’t need these settings
The project
and location
fields are utilized only when using the conversational analytics tool.
Tip
Use environment variable replacement with the format ${ENV_NAME} instead of hardcoding your secrets into the configuration file.
Reference
field | type | required | description |
---|---|---|---|
kind | string | true | Must be “looker”. |
base_url | string | true | The URL of your Looker server with no trailing /). |
client_id | string | false | The client id assigned by Looker. |
client_secret | string | false | The client secret assigned by Looker. |
verify_ssl | string | false | Whether to check the ssl certificate of the server. |
project | string | false | The project id to use in Google Cloud. |
location | string | false | The location to use in Google Cloud. (default: us) |
timeout | string | false | Maximum time to wait for query execution (e.g. “30s”, “2m”). By default, 120s is applied. |
use_client_oauth | string | false | Use OAuth tokens instead of client_id and client_secret. (default: false) |
show_hidden_models | string | false | Show or hide hidden models. (default: true) |
show_hidden_explores | string | false | Show or hide hidden explores. (default: true) |
show_hidden_fields | string | false | Show or hide hidden fields. (default: true) |