# Oxy

## Docs

- [Oxygen Serve](https://oxy.tech/docs/changelog/2025-04-03.md): We’ve launched oxy serve to make it easier for you to interact with your agents. Now you can:
- [Added support for Model Context Protocol (MCP) Server](https://oxy.tech/docs/changelog/2025-04-10.md): This release includes a built-in MCP-compliant server, enabling seamless context management and integration with clients that support the MCP speci...
- [Visualizations and Agent Workflows](https://oxy.tech/docs/changelog/2025-04-24.md): This release includes native visualization for the Oxygen GUI experience. Further, agents can now natively execute workflows. Google BigQuery support ...
- [Data Apps](https://oxy.tech/docs/changelog/2025-05-07.md): This release adds native support for data applications. It includes an open, declarative framework for building data applications, and an IDE for O...
- [Major Authentication Updates, Enhanced Agent Capabilities, and Improved User Experience](https://oxy.tech/docs/changelog/2025-06-26.md): We've implemented authentication with multiple new options to fit your workflow:
- [Semantic Type System, User Management, and Enhanced Chat Streaming](https://oxy.tech/docs/changelog/2025-07-03.md): Introducing semantics.yml - a comprehensive approach to data modeling that unifies all entity definitions across your entire Oxygen deployment:
- [GitHub Integration, Readonly Mode, and Enhanced Streaming Controls](https://oxy.tech/docs/changelog/2025-07-10.md): Launch Oxygen from anywhere without requiring an existing project folder:
- [Activity Logs, Enhanced Retrieval Accuracy, and Agent Preview Improvements](https://oxy.tech/docs/changelog/2025-07-17.md): Complete audit trail of all agent interactions in a comprehensive table view:
- [Unified Settings Interface and Ephemeral Data Cleanup](https://oxy.tech/docs/changelog/2025-07-24.md): Improved settings experience with consolidated management:
- [Product Stability and Performance Enhancements](https://oxy.tech/docs/changelog/2025-07-30.md): This release focuses on enhancing user experience and system reliability through targeted optimizations:
- [Workflow Major Enhancements](https://oxy.tech/docs/changelog/2025-08-08.md): Debug and analyze workflow executions with comprehensive replay capabilities:
- [Data App Validation, Advanced Semantic Routing and Model Configuration Headers Support](https://oxy.tech/docs/changelog/2025-08-21.md): Real-time and build-time validation for data app within the IDE:
- [Enhanced IDE Experience, HTTPS Development, and Platform Integrations](https://oxy.tech/docs/changelog/2025-09-04.md): Improved workspace control, consistency, and navigation:
- [IDE Improvements and Platform Stability](https://oxy.tech/docs/changelog/2025-09-12.md): Enhanced file navigation experience:
- [API Enhancements and YAML Retrieval Support](https://oxy.tech/docs/changelog/2025-09-26.md): New API endpoint for non-streaming responses:
- [Cloud-Native Architecture, Agentic Workflows, and Enhanced APIs](https://oxy.tech/docs/changelog/2025-10-24.md): Flexible deployment model that works both locally and in cloud environments:
- [Authentication Enhancements and Workflow UX Improvements](https://oxy.tech/docs/changelog/2025-11-06.md): Comprehensive authentication improvements across deployment modes:
- [Snowflake Row-Level Security, Enhanced Workflow UI, and IDE Improvements](https://oxy.tech/docs/changelog/2025-11-14.md): Comprehensive row-level security support for Snowflake databases:
- [Deep Research Mode, Enhanced Workflow Controls, and Cloud Onboarding Improvements](https://oxy.tech/docs/changelog/2025-11-20.md): Introducing deep research capabilities for complex analytical workflows:
- [GUI Configuration Editor and Chat Experience Improvements](https://oxy.tech/docs/changelog/2025-11-27.md): Visual interface for managing Oxygen configurations:
- [Quick Start Demo Project, Enhanced Testing Capabilities, and Compatibility Improvements](https://oxy.tech/docs/changelog/2025-12-04.md): Streamlined onboarding with pre-configured demo templates:
- [Slack Integration, Enhanced Consistency Testing, and Chart Improvements](https://oxy.tech/docs/changelog/2025-12-11.md): Native Slack integration with @mentions, command support, and threaded conversations. Enhanced consistency testing and improved chart rendering.
- [Ontology View, Agentic Workflows, PostgreSQL Migration, and Automation Renaming](https://oxy.tech/docs/changelog/2025-12-18.md): Interactive graph visualization of your entire data project:
- [A2A Protocol Support, Enhanced IDE Experience, and Snowflake Browser Authentication](https://oxy.tech/docs/changelog/2025-12-25.md): Comprehensive implementation of A2A protocol v0.3.0 for standardized agent communication
- [Fly.io Deployment Support, Workflow Run Management, and Chart Improvements](https://oxy.tech/docs/changelog/2026-01-01.md): Quick cloud deployment capabilities with Fly.io integration and enhanced workflow management
- [User Attribution for Automation Runs, Semantic Explorer Sorting, and Migration Improvements](https://oxy.tech/docs/changelog/2026-01-08.md): Comprehensive user tracking for workflow executions, manual sort control for semantic queries, and enhanced error handling
- [Enterprise Observability with OpenTelemetry, Optimized Query Results, and Intent Classification](https://oxy.tech/docs/changelog/2026-01-15.md): Comprehensive monitoring and analytics for agent executions with OpenTelemetry integration and performance-optimized query results
- [Observability Metrics, v0.dev Integration, and Enhanced IDE Experience](https://oxy.tech/docs/changelog/2026-01-22.md): Advanced analytics for platform usage monitoring with AI-powered app generation and improved field selection
- [PostgreSQL-Only Architecture, Enhanced Oxygen Start, and Developer Portal Improvements](https://oxy.tech/docs/changelog/2026-01-29.md): Streamlined database backend with enterprise mode for local development and improved settings navigation
- [SQL IDE, Enhanced Query Execution, and Strict YAML Validation](https://oxy.tech/docs/changelog/2026-02-05.md): Comprehensive SQL development environment with keyboard shortcuts and improved configuration validation
- [SQL IDE Enhancements, Time Dimensions, Version Tracking, and Platform Stability](https://oxy.tech/docs/changelog/2026-02-12.md): Enhanced temporal analytics, SQL IDE improvements, build metadata visibility, and comprehensive platform reliability fixes
- [Readonly Mode, Enhanced Anthropic Support, Data App Editing, and App Result Caching](https://oxy.tech/docs/changelog/2026-02-26.md): Server-level file protection, improved Claude compatibility, and enhanced data app management
- [Magic Link Authentication, Looker Integration, and Procedure Terminology](https://oxy.tech/docs/changelog/2026-03-05.md): Passwordless authentication via email, comprehensive Looker analytics integration, and clearer automation terminology
- [Interactive App Controls, Enhanced Looker Integration, and Agent Testing Framework](https://oxy.tech/docs/changelog/2026-03-12.md): Dynamic parameter controls for apps, full Looker platform integration, and LLM-as-judge testing
- [Agent Testing UI, Looker Explore, and CLI Improvements](https://oxy.tech/docs/changelog/2026-03-19.md): Testing UI for agent runs, Looker Explore in the Dev Portal, and database-free CLI execution
- [IDE Git Flow, Secrets Panel Improvements, and Bug Fixes](https://oxy.tech/docs/changelog/2026-03-26.md): Branch-aware file operations, local git support, and improved environment variable management
- [Agentic Agents, Testing UI Fixes, and Platform Improvements](https://oxy.tech/docs/changelog/2026-04-02.md): A new .agentic.yml agent type with end-to-end reasoning pipelines, app generation, and human-in-the-loop support
- [Builder Agent, Workspace Management, and Thinking Budget](https://oxy.tech/docs/changelog/2026-04-09.md): New builder copilot agent, multi-workspace deployment modes with member management, and extended thinking toggle
- [Builder Agent Improvements, Verified Query Badges, and Time-Aware Analytics](https://oxy.tech/docs/changelog/2026-04-16.md): Smarter file edits in Builder mode, verified badges for semantic layer queries, and time-aware analytics agent
- [Multi-Organization Support, IDE Pull, and Observability](https://oxy.tech/docs/changelog/2026-04-23.md): Organizations with onboarding and bulk invites, pull latest changes directly from the IDE, and configurable observability backends.
- [SQL Modeling (dbt), Universal Slack Bot, Oxygen Rebrand, and Rate Limit Handling](https://oxy.tech/docs/changelog/2026-04-30.md): Native dbt-style SQL modeling, multi-tenant Slack integration, product rename to Oxygen, and automatic LLM rate-limit retries.
- [Stripe Billing, Verified Queries, Builder Improvements, and Unified Settings](https://oxy.tech/docs/changelog/2026-05-07.md): Per-seat Stripe billing with self-serve checkout, trusted SQL file execution, a major Builder upgrade, and consolidated settings dialog.
- [Oxygen Design System, Builder Onboarding Quality, and Airhouse Credential Modernization](https://oxy.tech/docs/changelog/2026-05-11.md): A three-layer design token system with Light/Dark/System theme toggle, faster and higher-quality builder onboarding, and a modernized Airhouse credential model.
- [Data App Publish/Draft, Airway ELT Pipelines, and Airhouse Observability](https://oxy.tech/docs/changelog/2026-05-20.md): Control which Data Apps appear in the sidebar with publish state, ship streaming ELT pipelines via Airway, and route Oxy's own observability to Airhouse.
- [Cron Scheduling, Orchestrator Dashboard, and Semantic Pre-Aggregation](https://oxy.tech/docs/changelog/2026-05-28.md): Schedule workflows, pipelines, and agents on a cron, monitor them in a redesigned Orchestrator dashboard, and serve semantic queries from local Parquet rollups.
- [Customer Apps Platform, ClickHouse ELT Source, and SQL IDE Reliability](https://oxy.tech/docs/changelog/2026-05-29.md): Launch a code-first data app platform for engineering teams, add ClickHouse as an ELT source, and a round of reliability and performance fixes.
- [Metric Tree & Anomaly Monitoring, Admin Operator Cockpit, Standalone Worker Fleet, and RDS IAM Authentication](https://oxy.tech/docs/changelog/2026-06-05.md): Explore semantic metric trees with anomaly detection and AI root-cause analysis, manage the platform from a revamped operator cockpit, scale workers independently, and authenticate workers to RDS via IAM.
- [Agentic Workflows](https://oxy.tech/docs/guide/build/agents/agentic.md): Autonomous agent-driven workflows with dynamic decision making
- [Agents](https://oxy.tech/docs/guide/build/agents/index.md): Saved, named AI assistants that reason about your data
- [Providing additional context](https://oxy.tech/docs/guide/build/agents/provide-context.md)
- [Routing Agents](https://oxy.tech/docs/guide/build/agents/routing.md): Learn how to create and configure routing agents to direct tasks to specialized tools and agents
- [Ask data questions](https://oxy.tech/docs/guide/build/ask-data-questions/index.md): Ask questions in plain language and get back SQL-backed answers
- [BigQuery](https://oxy.tech/docs/guide/build/connect-data/bigquery.md)
- [ClickHouse](https://oxy.tech/docs/guide/build/connect-data/clickhouse.md)
- [Domo](https://oxy.tech/docs/guide/build/connect-data/domo.md)
- [DuckDB](https://oxy.tech/docs/guide/build/connect-data/duckdb.md)
- [Integrations](https://oxy.tech/docs/guide/build/connect-data/index.md): Oxygen integrates with a variety of data sources and models
- [Looker](https://oxy.tech/docs/guide/build/connect-data/looker.md): Connect Oxygen to Looker for querying explores and syncing metadata
- [MotherDuck](https://oxy.tech/docs/guide/build/connect-data/motherduck.md)
- [MySQL](https://oxy.tech/docs/guide/build/connect-data/mysql.md)
- [Postgres](https://oxy.tech/docs/guide/build/connect-data/postgres.md)
- [Redshift](https://oxy.tech/docs/guide/build/connect-data/redshift.md)
- [Snowflake](https://oxy.tech/docs/guide/build/connect-data/snowflake.md)
- [Database Synchronization](https://oxy.tech/docs/guide/build/connect-data/sync-schema.md): Learn how to synchronize database schema information with the Oxygen sync command
- [Claude](https://oxy.tech/docs/guide/build/connect-models/anthropic.md): Oxygen is the fastest way to build AI agents
- [Gemini](https://oxy.tech/docs/guide/build/connect-models/gemini.md): Oxygen is the fastest way to build AI agents
- [OpenAI](https://oxy.tech/docs/guide/build/connect-models/openai.md)
- [Context Graph](https://oxy.tech/docs/guide/build/context-graph.md): Interactive graph visualization of your data project's semantic and operational assets
- [Cache](https://oxy.tech/docs/guide/build/data-apps/caching.md): Store intermediate task results for efficiency
- [Data Apps](https://oxy.tech/docs/guide/build/data-apps/index.md): Configuration-based dashboards for visualizing SQL data
- [A2A Protocol Integration](https://oxy.tech/docs/guide/build/embed-extend/a2a.md): Enable agent-to-agent communication using the A2A protocol
- [Lovable Integration](https://oxy.tech/docs/guide/build/embed-extend/lovable.md): Build data-connected dashboards with Lovable and the Oxygen SDK
- [Lovable Starter Prompt](https://oxy.tech/docs/guide/build/embed-extend/lovable-starter-prompt.md): A ready-to-use prompt for scaffolding an Oxygen SDK dashboard in Lovable
- [MCP Server](https://oxy.tech/docs/guide/build/embed-extend/mcp.md): Learn how to use the Model Context Protocol (MCP) server in Oxygen to expose your data agents, workflows, SQL files, and semantic topics to AI assistants like Claude.
- [Slack](https://oxy.tech/docs/guide/build/embed-extend/slack.md): Query your data directly from Slack using @mentions, DMs, and the Oxygen assistant sidebar
- [V0](https://oxy.tech/docs/guide/build/embed-extend/v0.md)
- [Procedures](https://oxy.tech/docs/guide/build/procedures/index.md): Multi-step, replayable analytics workflows
- [Dimensions](https://oxy.tech/docs/guide/build/semantic-layer/dimensions.md): Define dimensions for filtering and grouping data
- [Entities](https://oxy.tech/docs/guide/build/semantic-layer/entities.md): Define entities and relationships in your semantic layer
- [Overview](https://oxy.tech/docs/guide/build/semantic-layer/index.md): Build a comprehensive semantic layer to power AI-driven analytics
- [Measures](https://oxy.tech/docs/guide/build/semantic-layer/measures.md): Define measures and metrics for quantitative analysis
- [Modeling](https://oxy.tech/docs/guide/build/semantic-layer/modeling.md): Define layered SQL transformations inside your Oxygen workspace using dbt project conventions
- [Semantic Model](https://oxy.tech/docs/guide/build/semantic-layer/simple-model.md)
- [Topics](https://oxy.tech/docs/guide/build/semantic-layer/topics.md): Organize views by business domain with topics
- [Using the Semantic Layer](https://oxy.tech/docs/guide/build/semantic-layer/use-in-agents.md): How to use your semantic layer in agents, workflows, and routing agents
- [Views](https://oxy.tech/docs/guide/build/semantic-layer/views.md): Create and manage views in your semantic layer
- [Test your agent](https://oxy.tech/docs/guide/build/test-evaluate/index.md)
- [Testing reference](https://oxy.tech/docs/guide/build/test-evaluate/testing.md): How tests are defined and run in Oxygen
- [Edge fleet](https://oxy.tech/docs/guide/edge/index.md): Manage camera fleet — sites, edge boxes, cameras — from the Developer Portal
- [Install an edge box](https://oxy.tech/docs/guide/edge/install.md): Bring up your first camera fleet edge box in 15 minutes.
- [Edge runbook](https://oxy.tech/docs/guide/edge/runbook.md): Top failure modes for the camera fleet, with diagnosis steps and fixes.
- [Api keys](https://oxy.tech/docs/guide/manage/api-keys.md)
- [Google OAuth](https://oxy.tech/docs/guide/manage/authentication/google.md): One-click sign-in with Google accounts
- [Authentication](https://oxy.tech/docs/guide/manage/authentication/index.md): Sign-in options for Oxygen Cloud workspaces
- [Magic link](https://oxy.tech/docs/guide/manage/authentication/magic-link.md): Passwordless email sign-in (the default)
- [Okta SSO](https://oxy.tech/docs/guide/manage/authentication/okta.md): Set up Okta SSO for an Oxygen workspace
- [Billing & plans](https://oxy.tech/docs/guide/manage/billing.md): How Oxygen Cloud subscriptions work
- [What is Enterprise?](https://oxy.tech/docs/guide/manage/enterprise/index.md): How the Enterprise tier extends Oxygen Cloud
- [Manage your workspace](https://oxy.tech/docs/guide/manage/index.md): Operational concerns for Oxygen Cloud admins
- [Observability](https://oxy.tech/docs/guide/manage/observability/index.md)
- [Secrets](https://oxy.tech/docs/guide/manage/secrets.md): How Oxygen stores API keys, model keys, and integration tokens
- [Support & SSO](https://oxy.tech/docs/guide/manage/support.md): Support channels and SLA tiers
- [Teams & roles](https://oxy.tech/docs/guide/manage/teams.md): Owner / Admin / Member roles in an Oxygen workspace
- [Usage & limits](https://oxy.tech/docs/guide/manage/usage-limits.md): Quotas and rate limits in Oxygen Cloud
- [Branch-aware editing](https://oxy.tech/docs/guide/manage/workspaces/branches.md): How Oxygen handles protected branches and feature-branch forks in the IDE
- [GitHub App Setup](https://oxy.tech/docs/guide/manage/workspaces/github-integration.md): Configure a GitHub App to enable workspace import and Git integration in multi-workspace mode
- [Workspaces](https://oxy.tech/docs/guide/manage/workspaces/index.md): How Oxygen Cloud organizes work — workspaces, projects, and branches
- [Reference](https://oxy.tech/docs/guide/reference/index.md): YAML schemas, REST API endpoints, and MCP tool specs
- [MCP tools](https://oxy.tech/docs/guide/reference/mcp-tools/index.md): Spec for every tool the Oxygen MCP server exposes
- [REST API](https://oxy.tech/docs/guide/reference/rest-api/index.md): HTTP API for automating Oxygen Cloud
- [Global config](https://oxy.tech/docs/guide/reference/yaml/config.md): How to configure your `config.yml` file
- [YAML schemas](https://oxy.tech/docs/guide/reference/yaml/index.md): One page per file extension Oxygen reads
- [Changelog](https://oxy.tech/docs/guide/resources/changelog.md): Public release notes for Oxygen Cloud
- [Community](https://oxy.tech/docs/guide/resources/community.md): Where to find help and meet other Oxygen users
- [Resources](https://oxy.tech/docs/guide/resources/index.md): Troubleshooting, migrations, recipes, changelog, community
- [SQLite to PostgreSQL Migration Guide](https://oxy.tech/docs/guide/resources/migrations/index.md): Migrate your Oxygen installation from SQLite to PostgreSQL using simple CLI commands
- [Recipes](https://oxy.tech/docs/guide/resources/recipes/index.md): Copy-paste cookbook for common Oxygen automations
- [Showcase](https://oxy.tech/docs/guide/resources/showcase.md): Teams using Oxygen in production
- [Debugging & Logs](https://oxy.tech/docs/guide/resources/troubleshooting/debugging.md)
- [Troubleshooting](https://oxy.tech/docs/guide/resources/troubleshooting/index.md): Symptom → cause → fix for the most common Oxygen issues
- [AI Prompts](https://oxy.tech/docs/guide/start/ai-prompts.md): Drop-in rules files for Cursor, Copilot, Claude Code, v0, Zed
- [Architecture](https://oxy.tech/docs/guide/start/architecture.md): How Oxygen Cloud fits together at a glance
- [Build with chat first](https://oxy.tech/docs/guide/start/build-with-chat.md): Go from sign-up to a working agent in 5 minutes — no YAML, no terminal
- [Connect your data](https://oxy.tech/docs/guide/start/connect-your-data.md): Decision tree for picking the right connector
- [Creating your first agent](https://oxy.tech/docs/guide/start/first-agent.md)
- [Set up your project](https://oxy.tech/docs/guide/start/first-project.md): Create a project, connect a model, and connect your data — all from the IDE
- [Welcome to Oxygen](https://oxy.tech/docs/guide/start/index.md): The hosted AI analytics platform — built for speed, precision, and scale
- [Quickstart](https://oxy.tech/docs/guide/start/quickstart.md): From sign-up to your first answer in 5 minutes
- [What is Oxygen?](https://oxy.tech/docs/guide/start/what-is-oxygen.md): A one-screen overview of Oxygen Cloud