Scalekit AgentKit returns native LangChain StructuredTool objects. Enable LangSmith tracing and every tool call — Gmail fetches, Slack messages, GitHub searches — appears as a traced span automatically. This recipe walks through setup, a working agent, and verifying traces in the LangSmith dashboard.
Poll Gmail with AgentKit tools, send each new thread through a multi-stage LiteLLM pipeline with per-stage models, notify Slack, then approve filing a GitHub issue and sending a reply from a localhost dashboard.
Apify Actors run in isolated containers with no persistent session — there is no concept of “who is logged in.” This recipe shows how to use Apify’s built-in user identity as the key into Scalekit’s OAuth token vault, so each user who runs your Actor connects their own third-party accounts, and tokens survive across runs without any user-managed input fields.
Install the Scalekit Auth Stack plugin into your coding agent and paste one prompt. The agent scaffolds OAuth handling, token management, and connected account logic so you can start writing agent logic immediately.
Build a GitHub PR summarizer that ranks the most-discussed pull requests in a repository and writes plain-language summaries. The secure version of this recipe binds each GitHub connection to a server-side session and never accepts a user ID from the browser.
Connecting an agent to two external APIs means handling two separate OAuth tokens, two authorization flows, and two different error surfaces. This recipe shows how Scalekit manages the OAuth lifecycle for both connectors, then demonstrates two patterns for calling those APIs: fetching a token and calling the REST API directly, versus letting Scalekit execute the call through a built-in action.
Switching to a browser to look up Scalekit docs breaks your coding flow. This cookbook shows you how to configure the ref.tools MCP server so your AI coding assistant can search Scalekit documentation inline — in Cursor, Claude Code, Windsurf, or any MCP-compatible client.
Building a scheduling agent means coordinating authentication to two separate tools — Google Calendar and Gmail — then chaining their outputs in one workflow. Without managed OAuth, each connector requires its own token lifecycle and error-handling logic. This recipe shows how Scalekit handles auth per connector so your agent can focus on finding a free slot, creating the event, and drafting the confirmation.
