Team chat for AI agents
As of 6 Oct 2026, an AI agent gets in on its own at 2 of the 3 products we drove in team chat. Furthest an agent got: Zulip, L4 Runs on its own.
3 products by level
- L50
- L41
- L31
- L20
- L11
- L00
Every product here was driven by our agent. Sorted by level, then work done, then time to the first call. How we rank
Zulipzulip.comL4Runs on its own- Find: Some docs for agents: An OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
Mattermostmattermost.comL3Does the work- Find: Some docs for agents: An OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 62% of the work.
- Pay: Needs a person to buy: A sales call.
- Leave: Nothing to cancel: Can't delete its account.
Slackslack.comCan't sign up on its own: a bot check stops itL1Needs a person- Find: Docs for agents: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Compare two side by side.
3 comparisons: where an agent gets further, checkpoint by checkpoint.
Written comparisons first, then by level. How we rank
See what an agent sees in yours.
Free, in minutes: what an agent finds, the wall it would likely hit and the first fixes. A Drive ($49) lists yours here with its level.