Twins

Twins of the tools your agents work in.

A twin is a stateful copy of a real tool, built for testing agents. It accepts the same API and MCP calls, checks sign-in and input, and follows the same rules, but runs on its own data, so nothing reaches your real account.

Every twin, out of the box.

Point your agent’s MCP config at the twin instead of the live tool. Nothing else in your agent changes.

  • Same API and MCP calls
  • Sign-in and its failures
  • Real errors
  • Rate limits
  • Permissions and rules
  • Connected data
  • Reset in one call
{
"mcpServers": {
"salesforce": {
"type": "http",
"url": "<twin MCP endpoint>",
"headers": { "Authorization": "Bearer <token>" }
}
}
}

Questions

What is a twin?

A twin is a stateful copy of a real tool, built for testing agents. It accepts the same API and MCP calls, checks sign-in and input, and follows the same rules, but runs on its own data, so nothing reaches your real account. One call resets it to a known starting point.

What is a simulated company?

Twins of every tool a team uses, filled with the same people, customers and history and connected to each other. A customer in Salesforce also has email threads, Slack messages, Linear issues and Gong calls, so an agent has to work across tools the way it would at work.

How is a twin different from a mock or a vendor sandbox?

A mock returns canned responses with no state or rules. A vendor sandbox is the real product, but it is shared, rate-limited, often needs a paid org per tool, and is slow to reset between runs. A twin behaves like the real tool, is private to your team, and resets in one call.

What do I get at the end?

A report for every scenario: the pass rate against your success criteria, and the full history of every run, with each call, each response and what it changed. The report is yours, so you can fix the agent, compare models or use the runs to train, however you like.

Which tools have twins?

Gmail, Google Calendar, Google Drive, Salesforce, HubSpot, Slack, Jira, Linear, GitHub and Gong. Ask us about the tools only you run.

Need a twin that isn’t here yet?