Provides natural language understanding technologies, such as sentiment analysis, entity recognition, entity sentiment analysis, and other text annotations, to developers. Note that google-cloud-language-v1beta2 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-language instead. See the readme for more details.

Manages your Cloud Monitoring data and configurations. Most projects must be associated with a Workspace, with a few exceptions as noted on the individual method pages. The table entries below are presented in alphabetical order, not in order of common use. For explanations of the concepts found in the table entries, read the [Cloud Monitoring documentation](https://cloud.google.com/monitoring/docs). Note that google-cloud-monitoring-metrics_scope-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-monitoring instead. See the readme for more details.

The Certificate Authority Service API is a highly-available, scalable service that enables you to simplify and automate the management of private certificate authorities (CAs) while staying in control of your private keys. Note that google-cloud-security-private_ca-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-security-private_ca instead. See the readme for more details.

google-cloud-security-private_ca-v1beta1 is the official client library for the Certificate Authority V1BETA1 API. Note that google-cloud-security-private_ca-v1beta1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-security-private_ca instead. See the readme for more details.

Cloud Spanner is a managed, mission-critical, globally consistent and scalable relational database service. Note that google-cloud-spanner-admin-instance-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-spanner instead. See the readme for more details.

Manage your Ad Manager inventory, run reports and more. Note that google-ads-ad_manager-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-ads-ad_manager instead. See the readme for more details.

A unified ingestion API for data partners, agencies and advertisers to connect first-party data across Google advertising products. Note that google-ads-data_manager-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-ads-data_manager instead. See the readme for more details.

The Google Marketing Platform Admin API allows for programmatic access to the Google Marketing Platform configuration data. You can use the Google Marketing Platform Admin API to manage links between your Google Marketing Platform organization and Google Analytics accounts, and to set the service level of your GA4 properties. Note that google-ads-marketing_platform-admin-v1alpha is a version-specific client library. For most uses, we recommend installing the main client library google-ads-marketing_platform-admin instead. See the readme for more details.

Manage properties in Google Analytics. Warning: Creating multiple Customer Applications, Accounts, or Projects to simulate or act as a single Customer Application, Account, or Project (respectively) or to circumvent Service-specific usage limits or quotas is a direct violation of Google Cloud Platform Terms of Service as well as Google APIs Terms of Service. These actions can result in immediate termination of your GCP project(s) without any warning. Note that google-analytics-admin-v1alpha is a version-specific client library. For most uses, we recommend installing the main client library google-analytics-admin instead. See the readme for more details.

The Google Analytics Data API provides programmatic methods to access report data in Google Analytics App+Web properties. With the Google Analytics Data API, you can build custom dashboards to display Google Analytics data, automate complex reporting tasks to save time, and integrate your Google Analytics data with other business applications. Note that google-analytics-data-v1alpha is a version-specific client library. For most uses, we recommend installing the main client library google-analytics-data instead. See the readme for more details.

The Google Workspace Events API lets you subscribe to events and manage change notifications across Google Workspace applications. Note that google-apps-events-subscriptions-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-apps-events-subscriptions instead. See the readme for more details.

The Google Workspace Events API lets you subscribe to events and manage change notifications across Google Workspace applications. Note that google-apps-events-subscriptions-v1beta is a version-specific client library. For most uses, we recommend installing the main client library google-apps-events-subscriptions instead. See the readme for more details.

Create and manage meetings in Google Meet. Note that google-apps-meet-v2 is a version-specific client library. For most uses, we recommend installing the main client library google-apps-meet instead. See the readme for more details.

Create and manage meetings in Google Meet. Note that google-apps-meet-v2beta is a version-specific client library. For most uses, we recommend installing the main client library google-apps-meet instead. See the readme for more details.

An API for controlling access to data by Google personnel. Note that google-cloud-access_approval-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-access_approval instead. See the readme for more details.

An API for accessing Advisory Notifications in Google Cloud Note that google-cloud-advisory_notifications-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-advisory_notifications instead. See the readme for more details.

Agent Registry is a centralized, unified catalog that lets you store, discover, and govern Model Context Protocol (MCP) servers, tools, and AI agents within Google Cloud. Note that google-cloud-agent_registry-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-agent_registry instead. See the readme for more details.

AlloyDB for PostgreSQL is an open source-compatible database service that provides a powerful option for migrating, modernizing, or building commercial-grade applications. It offers full compatibility with standard PostgreSQL, and is more than 4x faster for transactional workloads and up to 100x faster for analytical queries than standard PostgreSQL in our performance tests. AlloyDB for PostgreSQL offers a 99.99 percent availability SLA inclusive of maintenance. <br><br> AlloyDB is optimized for the most demanding use cases, allowing you to build new applications that require high transaction throughput, large database sizes, or multiple read resources; scale existing PostgreSQL workloads with no application changes; and modernize legacy proprietary databases. Note that google-cloud-alloy_db-v1 is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-alloy_db instead. See the readme for more details.

AlloyDB for PostgreSQL is an open source-compatible database service that provides a powerful option for migrating, modernizing, or building commercial-grade applications. It offers full compatibility with standard PostgreSQL, and is more than 4x faster for transactional workloads and up to 100x faster for analytical queries than standard PostgreSQL in our performance tests. AlloyDB for PostgreSQL offers a 99.99 percent availability SLA inclusive of maintenance. <br><br> AlloyDB is optimized for the most demanding use cases, allowing you to build new applications that require high transaction throughput, large database sizes, or multiple read resources; scale existing PostgreSQL workloads with no application changes; and modernize legacy proprietary databases. Note that google-cloud-alloy_db-v1alpha is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-alloy_db instead. See the readme for more details.

AlloyDB for PostgreSQL is an open source-compatible database service that provides a powerful option for migrating, modernizing, or building commercial-grade applications. It offers full compatibility with standard PostgreSQL, and is more than 4x faster for transactional workloads and up to 100x faster for analytical queries than standard PostgreSQL in our performance tests. AlloyDB for PostgreSQL offers a 99.99 percent availability SLA inclusive of maintenance. <br><br> AlloyDB is optimized for the most demanding use cases, allowing you to build new applications that require high transaction throughput, large database sizes, or multiple read resources; scale existing PostgreSQL workloads with no application changes; and modernize legacy proprietary databases. Note that google-cloud-alloy_db-v1beta is a version-specific client library. For most uses, we recommend installing the main client library google-cloud-alloy_db instead. See the readme for more details.