{"id":"airbyte-api","name":"Airbyte","homepage":"https://airbyte.com","repo_url":"https://github.com/airbytehq/airbyte","category":"data-pipeline","subcategories":["etl","data-integration","data-engineering"],"tags":["airbyte","etl","elt","data-pipeline","data-integration","open-source","mcp"],"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.","use_cases":["Triggering incremental data syncs on demand via API for time-sensitive pipelines","Programmatically creating and configuring connections between sources and destinations","Monitoring sync job status and surfacing failures in agent-driven data pipelines","Automating connector catalog discovery to determine available data sources","Orchestrating ELT workflows as part of broader data engineering automation"],"not_for":["Real-time streaming data pipelines (Airbyte is batch-oriented; use Kafka or Flink)","Complex data transformation logic (pair with dbt for transformations)","Organizations needing sub-minute sync latency","Very small teams who don't need 300+ connectors — simpler ETL scripts may suffice"],"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.","alternatives":["fivetran-api","segment-api","kafka-api"],"af_score":74.8,"security_score":72.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.205673+00:00","performance":{"latency_p50_ms":200,"latency_p99_ms":800,"uptime_sla_percent":99.5,"rate_limits":"API rate limits not prominently documented; practical limits depend on plan","data_source":"llm_estimated","measured_on":null}}