{"id":"airbyte-api","name":"Airbyte","af_score":74.8,"security_score":72.0,"reliability_score":null,"what_it_does":"Open-source ELT platform with 300+ pre-built connectors that syncs data from any source to any destination, with a REST API and MCP server for pipeline orchestration automation.","best_when":"You need to sync data from many heterogeneous sources to a data warehouse and want a managed connector library rather than building custom ETL, with API control for automation.","avoid_when":"You need real-time streaming, your data volume requires highly optimized custom pipelines, or you only have 1-2 simple data sources.","last_evaluated":"2026-03-01T09:50:05.205673+00:00"}