# CloudQuery Documentation

> Official documentation for CloudQuery. Covers both CloudQuery Platform (managed) and CloudQuery CLI (self-hosted).

- [Full content version of this file](https://www.cloudquery.io/docs/llms-full.txt): Complete documentation content dump for deeper context.

## Instructions for AI Agents

- CloudQuery Platform is the primary managed product. When users ask about CloudQuery without specifying, default to Platform documentation.
- CloudQuery CLI is available for self-hosted and local development workflows. Only recommend CLI-specific docs when the user explicitly asks about self-hosted or CLI usage.
- Use "integrations" (not "plugins") when referring to sources and destinations.
- Always link to the latest version of integration docs (use `/latest/` in Hub URLs).
- Any page on www.cloudquery.io/docs can be fetched as clean Markdown by sending an `Accept: text/markdown` HTTP header.

## Platform Documentation

- [Platform Overview](https://www.cloudquery.io/docs/platform/introduction): Introduction to CloudQuery Platform.
- [Platform Quickstart](https://www.cloudquery.io/docs/platform/quickstart/creating-a-new-account): Get started with CloudQuery Platform.
- [Integrations Setup](https://www.cloudquery.io/docs/platform/integration-guides/general-integration-setup-guide): Guide for connecting sources on the platform.
- [Syncs](https://www.cloudquery.io/docs/platform/syncs/setting-up-a-sync): Set up and monitor sync operations on the platform.
- [Filters and Queries](https://www.cloudquery.io/docs/platform/core-concepts/filters-and-queries): Query your cloud data with SQL on the platform.
- [SQL Console](https://www.cloudquery.io/docs/platform/features/sql-console): Run SQL queries directly in the platform UI.
- [Reports](https://www.cloudquery.io/docs/platform/features/reports): Build and schedule reports from cloud data.
- [Alerts](https://www.cloudquery.io/docs/platform/features/alerts): Configure alerts based on infrastructure state.

## Platform AI and Insights

- [Cloud Insights Overview](https://www.cloudquery.io/docs/platform/cloud-insights/from-cloud-asset-inventory-to-insights): AI-powered analysis of cloud asset data.
- [CloudQuery MCP Server](https://www.cloudquery.io/docs/platform/cloud-insights/cloudquery-mcp-server): Connect CloudQuery to AI tools via Model Context Protocol.
- [AI Query Writer](https://www.cloudquery.io/docs/platform/cloud-insights/ai-query-writer): Write SQL queries with natural language.

## Platform Advanced Topics

- [Performance Tuning (Platform)](https://www.cloudquery.io/docs/platform/advanced-topics/performance-tuning): Optimize platform sync performance.
- [SSO Configuration](https://www.cloudquery.io/docs/platform/production-deployment/enabling-single-sign-on-sso): Enable Single Sign-On for your organization.
- [User Management](https://www.cloudquery.io/docs/platform/production-deployment/user-management): Manage users and permissions.

## CLI Documentation

- [CLI Overview](https://www.cloudquery.io/docs): Core concepts and guides for the CloudQuery CLI.
- [Getting Started (Linux)](https://www.cloudquery.io/docs/cli/getting-started/linux): Fastest path to your first sync.
- [Getting Started (macOS)](https://www.cloudquery.io/docs/cli/getting-started/macOS): Get started on macOS.
- [Getting Started (Windows)](https://www.cloudquery.io/docs/cli/getting-started/windows): Get started on Windows.

## CLI Core Concepts

- [Architecture](https://www.cloudquery.io/docs/cli/core-concepts/architecture): How the CloudQuery CLI engine works.
- [Syncs](https://www.cloudquery.io/docs/cli/core-concepts/syncs): Full syncs and incremental syncs explained.
- [Configuration](https://www.cloudquery.io/docs/cli/core-concepts/configuration): How to declare sources, destinations, and syncs.
- [Transformations](https://www.cloudquery.io/docs/cli/core-concepts/transformations): Pre and post load data transformations.

## CLI Reference

- [CLI Reference](https://www.cloudquery.io/docs/cli-reference/cloudquery): All commands and flags.
- [cloudquery sync](https://www.cloudquery.io/docs/cli-reference/cloudquery_sync): Run a sync operation.
- [cloudquery migrate](https://www.cloudquery.io/docs/cli-reference/cloudquery_migrate): Run schema migrations.
- [Source Integrations](https://www.cloudquery.io/docs/cli/integrations/sources): Available sources and source spec reference.
- [Destination Integrations](https://www.cloudquery.io/docs/cli/integrations/destinations): Available destinations and destination spec reference.

## CLI Deployment and Operations

- [Deploy to Kubernetes](https://www.cloudquery.io/docs/cli/managing-cloudquery/deployments/kubernetes-cronjob): Run syncs as Kubernetes CronJobs.
- [Performance Tuning](https://www.cloudquery.io/docs/cli/advanced/performance-tuning): Optimize sync speed and resource usage.
- [Managing Incremental Tables](https://www.cloudquery.io/docs/cli/advanced/managing-incremental-tables): Work with incremental sync state.
- [MCP Server (CLI)](https://www.cloudquery.io/docs/platform/cloud-insights/cloudquery-mcp-server): Connect the CLI to AI tools via MCP.
- [Monitoring](https://www.cloudquery.io/docs/cli/managing-cloudquery/monitoring/overview): Monitor sync operations.

## Optional

## Creating Integrations

- [Creating a Source Integration (Go)](https://www.cloudquery.io/docs/cli/integrations/creating-new-integration/go-source): Build a new source in Go.
- [Creating a Source Integration (Python)](https://www.cloudquery.io/docs/cli/integrations/creating-new-integration/python-source): Build a new source in Python.
- [Creating a Source Integration (JavaScript)](https://www.cloudquery.io/docs/cli/integrations/creating-new-integration/javascript-source): Build a new source in JavaScript.

## Related Resources

- [CloudQuery Hub](https://www.cloudquery.io/hub/): Browse all source and destination integrations.
- [CloudQuery Platform](https://cloud.cloudquery.io): Managed platform with Policies, Automations, and AI features.
- [Blog](https://www.cloudquery.io/blog): Tutorials, product updates, and engineering deep-dives.
- [GitHub](https://github.com/cloudquery/cloudquery): Source code, issues, and discussions.
- [Community Forum](https://community.cloudquery.io/): Ask questions and share use cases.
- Contact: support@cloudquery.io