Airbyte Agents launched May 5, 2026 as the context layer for production-grade AI agents. At its core is the Context Store: a replicated, search-optimized index that unifies a company's data across systems before the agent runs. Available through MCP (Claude, ChatGPT, Cursor, any MCP client) and a native SDK. Launches with 50 connectors covering Salesforce, HubSpot, Zendesk, Jira, Slack, with 600+ in the catalog. Early testing shows 40% fewer tool calls and up to 80% lower token consumption.