AI coding tool integrations

Enabling GitHub Copilo, Cursor, and Claude Code metrics

Read more about measuring the productivity impact of AI tools.

Enabling GitHub Copilot metrics

1. Grant Swarmia read access to Copilot Business

To see Copilot adoption metrics, you must grant Swarmia read access to GitHub Copilot Business. You’ll get access to data from this point onward (no backfill of historical data). View instructions

2. Enable Copilot Metrics API

To see Copilot usage metrics, you must enable the Organization settings > Copilot > Policies > Copilot Metrics API setting. You'll get historical data starting from 100 days prior to making the connection.

Enabling Cursor metrics

You need to have Cursor's Teams plan to get organization-level metrics. Create a Cursor admin API key and copy it to Settings / AI assistants in Swarmia. We fetch 365 days of historical activity data upon connection.

Enabling Claude Code metrics

Claude Code in Swarmia is currently available only if you're authenticated through the Claude Console (the default option). If you're using Claude.ai (with Claude Pro or Max plan or Claude for Teams or Enterprise), a setup deployed via third-party cloud providers (such as Amazon Bedrock or Google Vertex AI), or a third-party proxy service (such as LiteLLM), please reach out to [email protected].

If you're unsure which authentication method you're using, you can visit platform.claude.com/claude-code to see the list of Claude Code users you should be able to see in Swarmia.

Create a Claude Code Admin API key (note that these differ from the standard API keys) and copy it to Settings / AI assistants in Swarmia. You need to be a Claude organization admin to create Admin API keys. We fetch 30 days of historical activity data upon connection.

The historical enabled users don't include people who had a license but got removed before you connected Claude Code to Swarmia.

Frequently asked questions

Why do you need an admin API key? Isn't that a bit excessive?

We'd love to ask for fewer permissions, but the Claude Code Analytics API requires an admin key. You can read more about our data access here.