Airbyte ships an open-source MCP server to build pipelines and fix failing syncs from your agent

Released Oct 27 and free on every plan including open-source Core, you point Claude Code, Cursor, ChatGPT or VS Code at https://mcp.airbyte.com/mcp, sign in over OAuth, and ask it to create connections, read job logs for a failed sync, or manage custom connectors, with deletes needing confirmation. Paid Cloud orgs can also switch on a context layer for read-only SELECT queries against Snowflake or BigQuery and direct reads from 50+ sources.