> **Building with AI coding agents?** If you're using an AI coding agent, install the official Scalekit plugin. It gives your agent full awareness of the Scalekit API — reducing hallucinations and enabling faster, more accurate code generation.
>
> - **Claude Code**: `/plugin marketplace add scalekit-inc/claude-code-authstack` then `/plugin install <auth-type>@scalekit-auth-stack`
> - **GitHub Copilot CLI**: `copilot plugin marketplace add scalekit-inc/github-copilot-authstack` then `copilot plugin install <auth-type>@scalekit-auth-stack`
> - **Codex**: run the bash installer, restart, then open Plugin Directory and enable `<auth-type>`
> - **Skills CLI** (Windsurf, Cline, 40+ agents): `npx skills add scalekit-inc/skills --list` then `--skill <skill-name>`
>
> `<auth-type>` / `<skill-name>`: `agentkit`, `full-stack-auth`, `mcp-auth`, `modular-sso`, `modular-scim` — [Full setup guide](https://docs.scalekit.com/dev-kit/build-with-ai/)

---

# Examples

Each example builds a working agent that reads a user's Gmail inbox using Scalekit-authenticated tools.

## No agent loop to build

These platforms manage the agent harness for you. Pass a Scalekit MCP URL, describe the task, and the platform handles tool discovery, execution, and session state.

[Claude Managed Agents](/agentkit/examples/claude-managed-agents/)
  [OpenClaw](/agentkit/openclaw/)
## Build your own agent loop

These integrations give you full control. Fetch Scalekit tool schemas, wire them into your framework, and run the tool-use loop yourself.

| Framework | Language | Integration | Notes |
|---|---|---|---|
| [LangChain](/agentkit/examples/langchain/) | Python | SDK, native adapter | Scalekit returns native LangChain tool objects. No schema reshaping needed. |
| [Google ADK](/agentkit/examples/google-adk/) | Python | SDK, native adapter | Scalekit returns native ADK tool objects. No schema reshaping needed. |
| [Anthropic](/agentkit/examples/anthropic/) | Python, Node.js | SDK, direct | Tool schemas use `input_schema`, which matches Anthropic's format exactly. |
| [OpenAI](/agentkit/examples/openai/) | Python, Node.js | SDK, direct | Rename `input_schema` to `parameters` to match OpenAI's function format. |
| [Vercel AI SDK](/agentkit/examples/vercel-ai/) | Node.js | SDK, `tool()` helper | Wrap tools with `tool()` and `jsonSchema()`. No manual schema conversion needed. |
| [Mastra](/agentkit/examples/mastra/) | Node.js | MCP | Native MCP support via `@mastra/mcp`. Tool discovery is automatic. |

## Working examples on GitHub

<FoldCard
  title="Connect LangChain agents to Gmail"
  iconKey="langchain"
  href="https://github.com/scalekit-inc/sample-langchain-agent"
  variant="secondary"
  target="_blank"
  showCta={false}
  clickable={true}
>
  <p>Securely connect a LangChain agent to Gmail using Scalekit for authentication. Python example for tool authorization.</p>
</FoldCard>

<FoldCard
  title="Connect Google GenAI agents to Gmail"
  iconKey="google"
  href="https://github.com/scalekit-inc/google-adk-agent-example"
  target="_blank"
  variant="secondary"
  showCta={false}
  clickable={true}
>
  <p>Build a Google ADK agent that securely accesses Gmail tools. Python example demonstrating Scalekit auth integration.</p>
</FoldCard>

<FoldCard
  title="Connect agents to Slack tools"
  iconKey="python"
  href="https://github.com/scalekit-inc/python-connect-demos/tree/main/direct"
  target="_blank"
  variant="secondary"
  showCta={false}
  clickable={true}
>
  <p>Authorize Python agents to use Slack tools with Scalekit. Direct integration example for secure tool access.</p>
</FoldCard>

<FoldCard
  title="Browse all agent auth examples"
  iconKey="github"
  href="https://github.com/scalekit-developers/agent-auth-examples"
  variant="secondary"
  target="_blank"
  showCta={false}
  clickable={true}
>
  <p>A curated collection of working examples showing how to build agents that authenticate and access tools using Scalekit.</p>
</FoldCard>

---

## More Scalekit documentation

| Resource | What it contains | When to use it |
|----------|-----------------|----------------|
| [/llms.txt](/llms.txt) | Structured index with routing hints per product area | Start here — find which documentation set covers your topic before loading full content |
| [/llms-full.txt](/llms-full.txt) | Complete documentation for all Scalekit products in one file | Use when you need exhaustive context across multiple products or when the topic spans several areas |
| [sitemap-0.xml](https://docs.scalekit.com/sitemap-0.xml) | Full URL list of every documentation page | Use to discover specific page URLs you can fetch for targeted, page-level answers |