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

  1. L50
  2. L44
  3. L31
  4. L20
  5. L17
  6. 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.com
    • 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.
    L4Runs on its own
  • Planeplane.so
    • 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.
    L4Runs on its own
  • GitHubgithub.com
    • 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.
    L4Runs on its own
  • Shortcutshortcut.com
    • 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.
    L4Runs on its own
  • monday.commonday.com
    • 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.
    L3Does the work
  • Asanaasana.com
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person
  • ClickUpclickup.com
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person
  • Jiraatlassian.com
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person
  • Linearlinear.app
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person
  • Teamwork.comteamwork.com
    • 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.
    Can't sign up on its ownPhone number required at sign-up
    L1Needs a person
  • Trellotrello.com
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person
  • Wrikewrike.com
    • 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.
    Can't sign up on its own: a bot check stops it
    L1Needs a person

Compare two side by side.

66 comparisons: where an agent gets further, checkpoint by checkpoint.

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.

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