Swytchcode is a CLI execution layer that sits between your AI agent and production APIs like Attio—handling authentication, retries, idempotency, and policy control so your agent can call real APIs safely instead of failing silently.

How do I get started with Swytchcode?

Run "npx swytchcode" to install the CLI. Your first 2 live commands don't need an account; after that, run "swytchcode login". Dry runs, --explain, and demos don't count. Then run "swytchcode get attio" to pull the Attio manifest and you're ready to call it from your agent.

How does an AI agent actually call the Attio API through Swytchcode?

Your agent runs "swytchcode exec attio. " with arguments. Swytchcode validates the call against the Attio manifest schema, attaches your stored credentials, executes the request, and returns structured JSON your agent can act on—no auth or HTTP handling lives in your agent's code.

What happens if a Attio call fails, times out, or hits a rate limit?

Swytchcode assigns every Attio call an idempotency key and retries it automatically on transient failures or rate limits. If your agent re-runs the same action, Swytchcode recognizes the retry and prevents duplicate leads, tickets, or records—a raw HTTP call wouldn't give you that safety net.

Can I restrict which Attio actions my agent is allowed to run?

Yes. Allow and deny rules, available on every plan, can limit which Attio actions run. Approval workflows, available on Business and above, hold a matching command until someone approves or denies it in that workspace's Slack or Telegram channel. If nobody responds within 48 hours, the command doesn't run.

Where does Swytchcode store my Attio credentials?

You authenticate once, and Swytchcode stores and refreshes your Attio credentials server-side. Your agent—and the LLM behind it—only ever sees action names and results, never raw API keys or tokens.

Do I need to write a custom Attio SDK integration for my agent?

No. "swytchcode get attio" pulls a pre-built, versioned manifest describing every available Attio action and its parameters, so your agent calls actions by name instead of you writing and maintaining request/response glue code.

How is calling Attio through Swytchcode different from calling its API directly?

A direct call means you handle token refresh, retries, error parsing, and schema drift yourself, with no guardrails on what the agent can execute. Swytchcode does all of that and checks each call against your policy rules first, so an agent can't do something with Attio you didn't explicitly approve.

Do I need a specific framework to call Attio?

No. Swytchcode runs as a CLI or MCP server, so any agent, IDE assistant, or script can call it. Use the LLM and framework your team prefers.

Does Swytchcode log what my agent does with Attio?

Yes. Every Attio call—action, arguments, result, and timestamp—is written to a full audit trail, so you can debug unexpected agent behavior or review exactly what ran in production.

Get started

CRM

API Integration

Attio API for AI Agents

Connect the Attio API to your AI agent through Swytchcode. Call the Attio API from the agent stack you already run. Swytchcode supplies the manifest, then handles authentication, retries, idempotency, and validation on every call.

Copy paste to your AI agent

Visit official site View documentation

Provider: Attio
Category: CRM
License: Proprietary
Manifest: attio
Official site: attio.com
API docs: View docs

Use cases

What can you build with the Attio API?

Copy a prompt for the kind of Attio assistant you want. Each one includes the skills.md setup.

Pipeline assistant

Stalled deal finder

Lead assistant

Meeting prep

Call logger

Follow-up assistant

Setup guide

How to connect the Attio API to an AI agent

Four steps, no SDK, no boilerplate. Every Attio call routed through Swytchcode is idempotency-keyed and safe to retry.

1
Install the CLI
Run "npx swytchcode" to install the Swytchcode CLI—no account required to start.
2
Pull the manifest
Run "swytchcode get attio" to pull the Attio API manifest, including its schema and available actions.
3
Authenticate once
Provide your Attio API credentials a single time. Swytchcode stores and refreshes them so your agent never handles raw secrets.
4
Call it from your agent
Run "swytchcode exec attio.<action> --key value" from any agent or script. No SDK, no framework lock-in.

swytchcode get attio
swytchcode exec attio.<action> --key value

FAQ

Frequently asked questions

Salesforce

Salesforce integration available through Swytchcode.

CRM

Brevo

Brevo integration available through Swytchcode.

CRM

Whop

Create or run businesses with AI

CRM

Salesflare

Salesflare integration available through Swytchcode.

CRM

Build me an Attio AI assistant

Copy the prompt into your agent. It will load Swytchcode and wire up Attio.