Airbyte Agents
Fresh, searchable business data and actions for AI agents, via MCP, SDK or API
What is Airbyte Agents?
Airbyte Agents, launched by Airbyte in May 2026, gives AI agents access to business data in tools such as Salesforce, HubSpot, Zendesk, Jira, Stripe, Slack and GitHub. Its Context Store replicates and indexes that data ahead of time so agents can search it in milliseconds instead of making live API calls, which Airbyte says cuts tool calls by 40% and tokens by up to 80% in early testing. Connectors expose a uniform set of read (list, get, search) and write (create, update) operations, and Airbyte handles authentication and credentials.
Agents connect through the Agent MCP server (for Claude, ChatGPT, Cursor and other MCP clients), a Python Agent SDK, an API or the web app. Billing is based on Agent Operations, a unit derived from tool calls and token usage, with a free tier of 1,000 operations a month.
Score breakdown (out of 5)
Pros & Cons
π Pros
- βAgents search pre-indexed data instead of making many live API calls
- βWorks with existing MCP clients without code
- βFree tier with 1,000 operations a month
- βBuilt on Airbyte's open-source connector work
π Cons
- βUsage-based Agent Operations pricing is harder to forecast than flat plans
- βLarge jump from Individual ($29) to Team ($299) for SSO and multiple users
- βAgent connector catalog is smaller than Airbyte's 700+ data replication connectors
Key Features
- β Context Store: pre-indexed business data for fast agent search
- β Agent MCP server for Claude, ChatGPT and Cursor
- β Python Agent SDK and Agent API
- β Open-source, type-safe connectors (Salesforce, HubSpot, Zendesk, Jira, Stripe, GitHub)
- β Read and write actions across connected tools
- β Managed authentication and multi-tenancy
- β Centralized logging for agent tool calls
Airbyte Agents Pricing
β Airbyte Agents has a free plan - no credit card required to start.
Free
- β1,000 Agent Operations/month
- βOperations pause at the limit
- βContext Store refreshed hourly for 2 weeks, then daily
- βAI and community support
Individual
- β5,000 Agent Operations/month
- β$0.004 per extra operation
- βHourly Context Store refresh
- βStandard support
Team
- β10,000 Agent Operations/month
- β$0.005 per extra operation
- βMultiple workspaces and users, SSO/SAML
- βHourly Context Store refresh
Custom
- βCustom volume and terms
- βAuthentication module for embedding connector auth
- βDedicated account manager and SLAs
Airbyte Agents vs Competitors
Developer resources
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