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Airbyte

Freemium

A context layer for AI agents that connects data sources and provides pre-indexed, real-time access to business systems through managed connectors, enabling agents to query unified data instead of making repeated API calls.

Launched 2020-07-01

About Airbyte

Airbyte syncs data from 350+ sources into your warehouse with a friendly UI. Has AI-assisted connector building. Airbyte stands out for 600+ managed connectors with built-in oauth, real-time read/write access to business systems, context store with unified, indexed data, and api, sdk, cli, and mcp access. Teams pick it because 350+ connectors and open-source. Things to keep in mind: cloud usage costs climb fast.

Airbyte is a freemium tool and launched on 2020-07-01. It sits in the Automation and Data Integration space and is best used to Building AI agents that need real-time access to CRM, support desk, and code repository da, Reducing token waste and latency in agent production deployments, Unified data access across multiple business systems without repeated API calls.

Pricing

Pricing model
Usage-based (Agent Operations) / Capacity-based (Data Workers)
Currency
USD
Payment options
Monthly
FreeFree
monthly
  • 1000 AOs per month
  • Single user
  • API and MCP access
  • Daily Context Store refreshes
  • Community and AI support
Individual$29/mo
monthly
  • 5000 AOs per month
  • Single user
  • API and MCP access
  • Hourly Context Store refresh
  • Standard and AI support
  • Overage AOs at $0.004
Team$299/mo
monthly
  • 10000 AOs per month
  • Multiple users and workspaces
  • Parallel workflow execution
  • API and MCP access
  • Hourly Context Store refresh
  • Standard and AI support
  • Overage AOs at $0.005
CustomCustom
custom
  • Custom AO limits
  • Everything in Team
  • Custom workspace limits
  • Custom Context Store refresh frequency
  • Dedicated Solutions Architect
  • Dedicated support with SLA
CoreFree
self-managed
  • Open source
  • Self-managed
  • Always free
Standard$10+/mo
monthly
  • Fully managed cloud hosting
  • Volume-based pricing
  • 600+ connectors
  • Change Data Capture
  • Schema propagation

Features

  • 600+ managed connectors with built-in OAuth
    It's a defining strength of Airbyte — especially when teams need to building ai agents that need real-time access to crm, support desk, and code repository da.
  • Real-time read/write access to business systems
    Comes up again and again in user reviews of Airbyte for building ai agents that need real-time access to crm, support desk, and code repository da.
  • Context Store with unified, indexed data
    Built-in support for context store with unified, indexed data — used for building ai agents that need real-time access to crm, support desk, and code repository da.
  • API, SDK, CLI, and MCP access
    Built-in support for api, sdk, cli, and mcp access — used for building ai agents that need real-time access to crm, support desk, and code repository da.
  • Change Data Capture (CDC)
    Built-in support for change data capture (cdc) — used for building ai agents that need real-time access to crm, support desk, and code repository da.
  • Role-Based Access Control (RBAC)
    Built-in support for role-based access control (rbac) — used for building ai agents that need real-time access to crm, support desk, and code repository da.
  • Single Sign-On (SSO)
    Built-in support for single sign-on (sso) — used for building ai agents that need real-time access to crm, support desk, and code repository da.
  • Multiple data regions and on-premises deployment
    Comes up again and again in user reviews of Airbyte for building ai agents that need real-time access to crm, support desk, and code repository da.

Pros

  • 350+ connectors
  • Open-source
  • Active community

Cons

  • Cloud usage costs climb fast
  • Some connectors are alpha quality
  • Self-host requires Kubernetes

AI Models used

The foundation models that power Airbyte under the hood.

OpenAI GPT-4OpenAI

Powers AI-assisted connector generation and natural language query understanding for data integration workflows.

Airbyte Connector AIAirbyte

Proprietary model for automatically generating and configuring data connectors based on source and destination specifications.

Categories

Automation
Data Integration
AI Infrastructure
Data Replication
Agent Platform

Best use cases

Building AI agents that need real-time access to CRM, support desk, and code repository da
Reducing token waste and latency in agent production deployments
Unified data access across multiple business systems without repeated API calls
Teams building agents in production requiring scalability and governance
Enterprises needing sovereign data movement within their own boundaries
Data engineering organizations managing sophisticated data pipelines

Frequently Asked Questions

General

Related & Connected

Reviews

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