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Sets up and operates Airbyte Agent Connectors — strongly typed Python packages for accessing 51+ third-party SaaS APIs through a unified entity-action interface. Supported services include Salesforce, HubSpot, Stripe, GitHub, Slack, Jira, Shopify, Zendesk, Google Ads, Notion, Linear, Intercom, Gong, and 36 more connectors spanning CRM, billing, payments, e-commerce, marketing, analytics, project management, helpdesk, developer tools, HR, and communication platforms. Make sure to use this skill when the user wants to connect to any SaaS API, install an airbyte-agent connector package, integrate third-party service data into a Python application or AI agent, query or search records from any supported service, or configure Airbyte MCP tools for Claude. Covers Platform Mode (Airbyte Cloud) and OSS Mode (local Python SDK).
Generate connectivity knowledge for a SaaS API when no dedicated Mule connector exists. Researches the API from user-defined use cases and documentation, produces an OpenAPI 3.0 specification, asks the user for credentials, validates every operation against the live API with auto-fix, and writes connectivity-schema/<apiName>/ (api-reference.md + <apiName>.yaml + config.properties). The resulting folder feeds downstream HTTP-Connector flow generation in build-mule-integration so an HTTP fallback path inherits the same auth, pagination, and entity awareness a dedicated connector would carry. Use when the user's prompt names a SaaS for which no Exchange connector was found, or asks to "generate api knowledge", "research a SaaS API", "build connectivity schema", "validate spec against live API", or similar phrasings.