Looker Source

Looker is a business intelligence tool that also provides a semantic layer.

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.

Available Tools

Looker Source Tools

Tool NameDescription
looker-add-dashboard-element Tool"looker-add-dashboard-element" creates a dashboard element in the given dashboard.
looker-add-dashboard-filter ToolThe "looker-add-dashboard-filter" tool adds a filter to a specified dashboard.
looker-conversational-analytics ToolThe "looker-conversational-analytics" tool will use the Conversational Analaytics API to analyze data from Looker
looker-create-project-directory ToolA "looker-create-project-directory" tool creates a new directory in a LookML project.
looker-create-project-file ToolA "looker-create-project-file" tool creates a new LookML file in a project.
looker-delete-project-directory ToolA "looker-delete-project-directory" tool deletes a directory from a LookML project.
looker-delete-project-file ToolA "looker-delete-project-file" tool deletes a LookML file in a project.
looker-dev-mode ToolA "looker-dev-mode" tool changes the current session into and out of dev mode
looker-generate-embed-url Tool"looker-generate-embed-url" generates an embeddable URL for Looker content.
looker-get-connection-databases ToolA "looker-get-connection-databases" tool returns all the databases in a connection.
looker-get-connection-schemas ToolA "looker-get-connection-schemas" tool returns all the schemas in a connection.
looker-get-connection-table-columns ToolA "looker-get-connection-table-columns" tool returns all the columns for each table specified.
looker-get-connection-tables ToolA "looker-get-connection-tables" tool returns all the tables in a connection.
looker-get-connections ToolA "looker-get-connections" tool returns all the connections in the source.
looker-get-dashboards Tool"looker-get-dashboards" tool searches for a saved Dashboard by name or description.
looker-get-dimensions ToolA "looker-get-dimensions" tool returns all the dimensions from a given explore in a given model in the source.
looker-get-explores ToolA "looker-get-explores" tool returns all explores for the given model from the source.
looker-get-filters ToolA "looker-get-filters" tool returns all the filters from a given explore in a given model in the source.
looker-get-looks Tool"looker-get-looks" searches for saved Looks in a Looker source.
looker-get-measures ToolA "looker-get-measures" tool returns all the measures from a given explore in a given model in the source.
looker-get-models ToolA "looker-get-models" tool returns all the models in the source.
looker-get-parameters ToolA "looker-get-parameters" tool returns all the parameters from a given explore in a given model in the source.
looker-get-project-directories ToolA "looker-get-project-directories" tool returns the directories within a specific LookML project.
looker-get-project-file ToolA "looker-get-project-file" tool returns the contents of a LookML fle.
looker-get-project-files ToolA "looker-get-project-files" tool returns all the LookML fles in a project in the source.
looker-get-projects ToolA "looker-get-projects" tool returns all the LookML projects in the source.
looker-health-analyze Tool"looker-health-analyze" provides a set of analytical commands for a Looker instance, allowing users to analyze projects, models, and explores.
looker-health-pulse Tool"looker-health-pulse" performs health checks on a Looker instance, with multiple actions available (e.g., checking database connections, dashboard performance, etc).
looker-health-vacuum Tool"looker-health-vacuum" provides a set of commands to audit and identify unused LookML objects in a Looker instance.
looker-make-dashboard Tool"looker-make-dashboard" generates a Looker dashboard in the users personal folder in Looker
looker-make-look Tool"looker-make-look" generates a Looker look in the users personal folder in Looker
looker-query Tool"looker-query" runs an inline query using the Looker semantic model.
looker-query-sql Tool"looker-query-sql" generates a sql query using the Looker semantic model.
looker-query-url Tool"looker-query-url" generates a url link to a Looker explore.
looker-run-dashboard Tool"looker-run-dashboard" runs the queries associated with a dashboard.
looker-run-look Tool"looker-run-look" runs the query associated with a saved Look.
looker-update-project-file ToolA "looker-update-project-file" tool updates the content of a LookML file in a project.
looker-validate-project ToolA "looker-validate-project" tool checks the syntax of a LookML project and reports any errors

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

kind: sources
name: my-looker-source
type: 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

fieldtyperequireddescription
typestringtrueMust be “looker”.
base_urlstringtrueThe URL of your Looker server with no trailing /.
client_idstringfalseThe client id assigned by Looker.
client_secretstringfalseThe client secret assigned by Looker.
verify_sslstringfalseWhether to check the ssl certificate of the server.
projectstringfalseThe project id to use in Google Cloud.
locationstringfalseThe location to use in Google Cloud. (default: us)
timeoutstringfalseMaximum time to wait for query execution (e.g. “30s”, “2m”). By default, 120s is applied.
use_client_oauthstringfalseUse OAuth tokens instead of client_id and client_secret. (default: false) If a header name is provided, it will be used instead of “Authorization”.
show_hidden_modelsstringfalseShow or hide hidden models. (default: true)
show_hidden_exploresstringfalseShow or hide hidden explores. (default: true)
show_hidden_fieldsstringfalseShow or hide hidden fields. (default: true)