Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Upload, download, create, copy, move, rename, trash, and permanently delete files and folders in Google Drive. Search for files using complex queries filtering by name, MIME type, owner, modification date, labels, and other metadata. Share files and folders with specific users, groups, or domains with role-based permissions (owner, writer, commenter, reader). Manage shared drives and their members. Export Google Workspace files (Docs, Sheets, Slides) to standard formats like PDF, DOCX, and XLSX. Track file revision history and restore earlier versions. Create, read, update, and delete threaded comments and replies on files. Apply and read custom labels on files. Monitor file and folder changes via push notifications or webhook subscriptions. Store app-specific data in a hidden per-user folder.

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Generate text, images, audio, and video using large language models and multimodal AI. Create chat completions, generate and edit images from text prompts, convert text to speech, transcribe and translate audio, generate video, and create text embeddings for search and retrieval. Fine-tune models on custom training data, run evaluations to measure model performance, and moderate content against policy categories. Manage vector stores for semantic file search, upload and organize files, and submit batch processing jobs for asynchronous bulk requests. Conduct real-time speech-to-speech conversations via WebRTC or SIP. Administer organizations, projects, users, API keys, and audit logs programmatically. Receive webhook notifications for background responses, batch jobs, fine-tuning jobs, eval runs, and incoming realtime calls.

Manage GitHub Actions CI/CD workflows, runs, and jobs programmatically. Trigger, cancel, and re-run workflow runs, including re-running only failed jobs. List and download workflow artifacts and job logs. Create, update, and delete encrypted secrets and plaintext variables at repository, organization, and environment levels. Manage self-hosted and GitHub-hosted runners, including registration tokens, labels, and runner groups. Configure Actions permissions and policies, such as allowed actions, default GITHUB_TOKEN permissions, and fork pull request approval settings. Inspect and delete workflow caches. Retrieve workflow and run usage/billing statistics. Customize OIDC subject claim templates for cloud provider federation. Subscribe to webhook events for workflow runs, jobs, check runs, check suites, and deployments.

Manage serverless cloud functions on Google Cloud. Create, update, deploy, list, and delete functions triggered by HTTP requests or cloud events. Configure runtimes (Node.js, Python, Go, Java, .NET, Ruby), event triggers (Cloud Storage, Pub/Sub, Firestore), memory, timeouts, and environment variables. Upload and download function source code via signed URLs. Invoke deployed HTTP functions. Manage function upgrades from 1st gen to 2nd gen. List available runtimes and monitor long-running deployment operations. Configure ingress/egress networking, secret environment variables, and authentication settings for function invocation.

Upload, manage, and organize photos and videos in users' Google Photos libraries. Create and manage albums, add enrichments (text, location, map markers), and change album titles and cover photos. Upload media items, edit descriptions, and search app-created content with filters including date ranges, content categories, and favorites. Create picker sessions that let users securely select photos and videos from their library to share with your application. Access media metadata including camera information, creation time, dimensions, and exposure details.

Create, manage, and optimize advertising campaigns across Google Search, Display Network, YouTube, and Shopping. Configure ad groups, keywords, bidding strategies, audience targeting, and geographic targeting. Track and import conversions including offline and enhanced conversions. Generate reporting and analytics using Google Ads Query Language (GAQL). Plan keywords with historical metrics and forecasts. Manage account hierarchies and multi-account operations. Receive lead form webhook data from campaigns.

Manage Google Tag Manager accounts, containers, workspaces, tags, triggers, variables, and versions. Create and configure tracking tags for websites and mobile apps. Publish container versions, manage environments for preview and testing, organize entities into folders, and control user permissions at account and container levels. Supports web, AMP, iOS, Android, and server container types.

Execute SQL queries against BigQuery datasets, including DML and DDL statements. Create, update, list, and delete datasets and tables with support for partitioning, clustering, and nested fields. Load data from local files or Cloud Storage in formats like CSV, JSON, Avro, and Parquet, and stream data in real time. Export table data to Cloud Storage. Manage asynchronous jobs for queries, loads, exports, and copies. Query external data sources including Cloud Storage, Bigtable, Spanner, and Google Sheets via federated queries. Create and manage machine learning models using BigQuery ML with SQL. Define and manage scheduled queries and data transfer pipelines. Share datasets across organizations via Analytics Hub. Manage IAM permissions and data policies for column-level security. Create user-defined functions and stored procedures. Monitor BigQuery activity through audit log events routed to Pub/Sub.

Retrieve and analyze YouTube channel and video performance data. Query custom analytics reports with dimensions like date, country, traffic source, and device type, and metrics like views, watch time, likes, subscribers, and estimated revenue. Generate channel reports, content owner reports, and ad performance reports. Create and manage analytics groups of videos, playlists, channels, or assets to retrieve aggregated data. Schedule and download bulk reporting jobs containing comprehensive daily YouTube Analytics data. Access system-managed reports for ad revenue and YouTube Premium subscription revenue. Filter and sort data by geographic, demographic, content, and playback dimensions.

Manage backend services for mobile and web applications. Create, read, update, and delete documents in Cloud Firestore and Realtime Database. Manage user accounts including creating, updating, deleting, and listing users with authentication support. Send push notifications and data messages to devices, topics, and device groups via Cloud Messaging (FCM). Upload, download, and delete files in Cloud Storage. Read and publish Remote Config templates to change app behavior remotely. Deploy and manage serverless Cloud Functions triggered by database events, authentication events, storage events, and HTTP requests. Stream real-time database changes via Server-Sent Events. Query databases with filters, ordering, and pagination. Perform batch writes and transactions in Firestore. Generate and verify custom tokens and ID tokens for user authentication.

Convert audio to text transcriptions and synthesize natural-sounding speech from text using Google's neural network models. Perform synchronous, asynchronous, and streaming speech-to-text recognition across 125+ languages. Create and manage recognizer configurations for reusable transcription settings. Adapt speech models with custom phrase sets, custom classes, and boost values to improve accuracy for domain-specific vocabulary. Identify distinct speakers via speaker diarization and recognize multi-channel audio. Generate subtitle/caption output in SRT format. Synthesize text or SSML into audio using Standard, WaveNet, Neural2, Studio, and Chirp voice types with configurable pitch, speaking rate, volume, and encoding. Produce long-form audio content asynchronously.

Store, retrieve, and manage unstructured data as objects in Google Cloud Storage buckets. Create, configure, list, and delete buckets with geographic location and storage class settings. Upload, download, copy, move, and delete objects with support for resumable and multipart uploads. Control access via IAM roles, ACLs, and signed URLs. Configure object lifecycle rules to automatically transition storage classes or delete objects based on age or access patterns. Enable object versioning, retention policies, and soft delete for data protection. Set up Pub/Sub notifications for object change events (create, update, delete, archive). Manage encryption with Google-managed, customer-managed (CMEK), or customer-supplied (CSEK) keys. Host static websites and interoperate with Amazon S3 via the XML API.

Create, read, and update spreadsheets and their cell data. Read and write values to individual cells, ranges, or multiple ranges using A1 notation or named ranges. Apply cell formatting including text styles, backgrounds, borders, number formats, and conditional formatting. Manage sheets (tabs) within a spreadsheet—add, delete, copy, rename, and reorder them. Create and manage embedded charts, pivot tables, filter views, data validation rules, protected ranges, named ranges, and merged cells. Perform batch operations to apply multiple updates atomically. Monitor spreadsheet changes via Google Drive push notifications.

Query and retrieve analytics reports on user interactions, traffic, and engagement metrics across websites and apps. Send event data to GA4 via the Measurement Protocol for tracking server-side and offline interactions. Manage GA4 accounts, properties, data streams, and user permissions. Create and manage custom dimensions, metrics, audiences, and key events. Generate real-time and funnel reports with configurable dimensions, metrics, date ranges, and filters. Link properties with Firebase, Google Ads, BigQuery, and other Google services. Audit data access and search change history.

Query search traffic analytics including clicks, impressions, CTR, and average position, with filtering by query, page, country, device, search type, and date. Manage Search Console site properties by adding, removing, and listing sites. Submit, list, retrieve, and delete sitemaps. Inspect URLs to check indexing status, AMP results, rich results, and mobile usability. Run mobile-friendly tests on URLs to check Google's mobile-friendliness standards.

Manage ClickHouse Cloud organizations, services, and infrastructure via the REST API. Create, start, stop, and delete analytical database services. Configure scaling policies, replicas, and resource allocation. Manage backups, API keys, and organization members. Create and manage ClickPipes data ingestion pipelines from sources like Kafka, S3, Kinesis, PostgreSQL, and MySQL. Set up query API endpoints from saved SQL queries. Manage private endpoints, retrieve usage and cost metrics, fetch Prometheus metrics, and configure BYOC (Bring Your Own Cloud) infrastructure. Create and manage observability dashboards, alerts, and webhook notifications via ClickStack.

Generate text and analyze images using Claude language models. Send conversational messages with configurable parameters (model, temperature, system prompt) and receive AI-generated responses, with optional streaming. Execute Python code in a sandboxed environment for data analysis and visualizations. Perform web searches for up-to-date information with cited sources. Use tool calling (function calling) to let Claude invoke structured tools during conversations. Enable extended thinking for complex reasoning tasks. Process and analyze images via vision capabilities. Upload and manage files for multi-session analysis. Connect to remote MCP servers for external system integration. Use agent skills for working with PowerPoint, Excel, Word, and PDF files. Count tokens, cache prompts for reduced latency and cost, create message batches for async processing, and enable citations for source attribution. Administer organizations by managing members, workspaces, invites, API keys, and retrieving usage and cost reports.

Manage Tableau Cloud and Tableau Server resources through the Tableau REST API. Query and manage workbooks, data sources, views, custom views, flows, users, groups, projects, permissions, favorites, collections, jobs, and data-driven alerts. Export views as CSV, PNG, or PDF.

Manage cloud infrastructure on DigitalOcean. Create, resize, rebuild, and destroy Droplets (virtual machines). Provision and manage managed Kubernetes clusters, managed databases (MySQL, PostgreSQL, MongoDB, Valkey, OpenSearch, Kafka), and App Platform deployments. Create and manage block storage volumes, Spaces object storage buckets, container registries, and serverless functions. Configure networking resources including domains, DNS records, load balancers, VPCs, firewalls, and reserved IPs. Set up monitoring alert policies and uptime checks for Droplets and URLs. Manage SSH keys, images, snapshots, projects, tags, and billing information. Access generative AI inference endpoints via the Gradient AI Platform.

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Deploy, manage, and scale applications on Heroku's cloud platform. Create and configure apps, scale dynos, provision add-ons (databases, caching, etc.), manage configuration variables, build and release code, add custom domains and SSL certificates, manage collaborators and team permissions, configure pipelines for continuous delivery, set up log drains, and sync data with Salesforce via Heroku Connect. Subscribe to webhooks for real-time notifications on app changes, builds, releases, dyno lifecycle events, and more.

Track, manage, and resolve application errors and performance issues. List, query, and bulk-update issues and error events with filters like status, assignment, and tags. Create and manage releases, associate commits, and upload source maps. Configure issue alert rules and metric alert rules with notification actions. Set up cron monitors to detect missed or failed scheduled jobs. Build custom dashboards with configurable widgets. Run ad-hoc Discover queries across errors and transactions for performance analysis. Manage organizations, teams, projects, and members. Provision users via SCIM. Access session replay data. Receive webhooks for issues, errors, alerts, comments, and installation events.

Manage web application sites, deploys, builds, build hooks, deployed files, metadata, and hosting on Netlify. Create, update, configure, list, and delete sites. Manage environment variables with per-context values and scopes. Access and manage form submissions, including spam filtering. Configure DNS zones and records. Inject JavaScript or HTML snippets into site pages. Create and manage split tests (A/B testing) for traffic routing between branches. Set up notification hooks for deploy and form submission events. Purge CDN cached content by site or cache tag.