Project management for AI agents
As of 15 Oct 2026, an AI agent gets in on its own at 5 of the 12 products we drove in project management. Furthest an agent got: L4 Runs on its own, at 4 of them.
12 products by level
- L50
- L44
- L31
- L20
- L17
- L00
Every product here was driven by our agent. Sorted by level, then work done, then time to the first call. How we rank
Basecampbasecamp.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: Cancels on its own, deletes its account.
Planeplane.soL4Runs on its own- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server; a docs page for each core task.
- Access: MCP sign-in, sign-up in a browser.
- Use: 90% of the work.
- Pay: Payment not tried.
- Leave: Cancels on its own: Deletes its data, but the login stays.
GitHubgithub.comL4Runs on its own- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server; a docs page for each core task.
- Access: No key needed, sign-up in a browser.
- Use: 89% of the work.
- Pay: Payment not tried: robots.txt keeps our agent off the payment page for now.
- Leave: Leaves on its own: Nothing to cancel, made nothing to delete.
Shortcutshortcut.comL4Runs on its own- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 88% of the work.
- Pay: Card checkout.
- Leave: Nothing to cancel: Can't delete its account.
monday.commonday.comL3Does the work- Find: Some docs for agents: llms.txt and an MCP server.
- Access: Sign-up in a browser.
- Use: 67% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Nothing to cancel: Can't delete its account.
Asanaasana.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.
ClickUpclickup.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; a docs page for each core task.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Jiraatlassian.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; a docs page for each core task.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Linearlinear.appCan't sign up on its own: a bot check stops itL1Needs a person- Find: Docs for agents: yes: llms.txt and an MCP server; a docs page for each core task.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Teamwork.comteamwork.comCan't sign up on its ownPhone number required at sign-upL1Needs 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.
Trellotrello.comCan't sign up on its own: a bot check stops itL1Needs a person- Find: Some docs for agents: partly: 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.
Wrikewrike.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.
66 comparisons: where an agent gets further, checkpoint by checkpoint.
Written comparisons first, then by level. How we rank
The other 60 comparisons

Asana vs Plane
Asana vs Shortcut
Asana vs Teamwork.com
Asana vs Trello
Asana vs Wrike
Basecamp vs ClickUp
Basecamp vs GitHub
Basecamp vs Linear
Basecamp vs monday.com
Basecamp vs Plane
Basecamp vs Shortcut
Basecamp vs Teamwork.com
Basecamp vs Trello
Basecamp vs Wrike
ClickUp vs GitHub
ClickUp vs Linear
ClickUp vs monday.com
ClickUp vs Plane
ClickUp vs Shortcut
ClickUp vs Teamwork.com
ClickUp vs Trello
ClickUp vs Wrike
GitHub vs Linear
GitHub vs monday.com
GitHub vs Plane
GitHub vs Shortcut
GitHub vs Teamwork.com
GitHub vs Trello
GitHub vs Wrike
Jira vs Basecamp
Jira vs ClickUp
Jira vs GitHub
Jira vs Linear
Jira vs monday.com
Jira vs Plane
Jira vs Shortcut
Jira vs Teamwork.com
Jira vs Trello
Jira vs Wrike
Linear vs monday.com
Linear vs Plane
Linear vs Shortcut
Linear vs Teamwork.com
Linear vs Trello
Linear vs Wrike
monday.com vs Plane
monday.com vs Shortcut
monday.com vs Teamwork.com
monday.com vs Trello
monday.com vs Wrike
Plane vs Shortcut
Plane vs Teamwork.com
Plane vs Trello
Plane vs Wrike
Shortcut vs Teamwork.com
Shortcut vs Trello
Shortcut vs Wrike
Teamwork.com vs Trello
Teamwork.com vs Wrike
Trello vs Wrike
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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.