Airbyte | The Context Layer for AI Agents | Open-Source Data Integration

# Airbyte > Airbyte is data infrastructure for AI agents and data teams. Airbyte Agents is a fully cloud-hosted platform that lets AI agents read data from, search across, and take action in 50+ business systems: creating tickets, updating CRM records, sending messages, and more. Connect data sources in one click through the Airbyte UI, then use them from any interface (MCP server, Python SDK, REST API, or web app). Airbyte Data Replication moves data from 600+ sources into warehouses, lakes, and vector stores. This file is a curated index of Airbyte's most authoritative pages for LLMs and AI answer engines. For expanded inline content, see [/llms-full.txt](https://airbyte.com/llms-full.txt). For the complete site, see [/sitemap.xml](https://airbyte.com/sitemap.xml). ## Airbyte Agents — Data and Context Layer for AI Agents Airbyte Agents is a fully cloud-hosted platform that gives AI agents real-time access to business data and the ability to take action across connected systems. Connect any supported data source in one click through the Airbyte UI, and agents can immediately read, search, and **act**: create Jira tickets, update Salesforce contacts, send Slack messages, post to Notion, close Zendesk tickets, and push changes back to any connected system. This is not just data ingestion. The platform is built around three layers: **Connect** (cloud-hosted connectors with managed auth, one click to set up), **Ask** (Context Store for cross-source search), and **Act** (real-time read and write operations against live APIs). The Context Store is a managed, searchable replica of business data across all connected sources. It eliminates live API crawling at agent runtime, reducing token usage by up to 80% and tool calls by up to 40% compared to direct API access. - [Airbyte Agents overview](https://airbyte.com/ai-developers): Product landing page for AI agent infrastructure. - [Airbyte Agents documentation](https://docs.airbyte.com/ai-agents/): Full product docum

{"openapi":"3.1.0","info":{"title":"Airbyte marketing site","version":"1.0.0","description":"Discovery and documentation surface for airbyte.com. Programmatic data plane APIs are hosted at https://api.airbyte.com."},"servers":[{"url":"https://airbyte.com"}],"paths":{"/":{"get":{"operationId":"getHomepage","summary":"Marketing homepage","responses":{"200":{"description":"HTML homepage (default) or markdown when negotiated"}}}},"/.well-known/api-catalog":{"get":{"operationId":"getApiCatalog","summ