• DATA
  • TIME
  • STATUS
  • HUMAN

How to update timeline tasks with your AI

Connect Toggl Plan to your AI client once. After that, you can change task details and move timelines just by typing instructions.

Ask AI about this page

Short answer

How can I update my Toggl Plan tasks using AI?

You can change task names, descriptions, and dates through your AI client. Your agent finds the right task and applies your changes directly to the timeline. You'll see the updated schedule immediately without manual clicking.

Where every change lands.

Task updates and timeline shifts.

Your AI handles the heavy lifting of data entry and scheduling.

DATA

Updated task details

The AI modifies task names or descriptions. Your timeline stays accurate to your latest instructions.

TIME

Shifted deadlines

Move task dates or durations. The AI adjusts the timeline based on the new timing you provide.

STATUS

Refined task lists

The AI pulls current task info to ensure it's editing the right item. You get a clean, updated view.

HUMAN

Final review needed

The AI can't decide if a deadline is realistic. You still need to check if the new schedule actually works for your team.

The workflow

What your AI does when the request arrives.

The AI moves from finding the right task to applying your specific changes.

  1. Locate the task

    The AI scans your existing timeline to find the specific task you want to change.

    list_timeline_tasks

  2. Check current info

    It pulls the existing details to make sure it has the right context before making edits.

    get_task_details

  3. Apply the update

    The AI pushes your new dates or text changes directly into the Toggl Plan timeline.

    update_timeline_task

  4. Confirm changes

    The AI verifies the task was updated so you know the instruction worked.

    get_task_details

Try it

Copy these to start.

Use these prompts to trigger updates in Toggl Plan.

Starting points

Swap out the bracketed text for your actual task names or dates.

Toggl Plan Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_wsibxnInC3Ez3ZzIhtmHmzY6LSX7oWrsbHLveoWS/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Toggl Plan capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "toggl-plan-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wsibxnInC3Ez3ZzIhtmHmzY6LSX7oWrsbHLveoWS/mcp"
    }
  }
}
Copy into chat04

  • Change the name of the 'Website Redesign' task to 'Brand Refresh'.

  • Move the 'Client Onboarding' task to next Tuesday.

  • Update the description for the 'Q4 Planning' task to include the new budget notes.

  • Find the task called 'Bug Fixes' and extend its duration by two days.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Toggl Plan once, then ask.

Click the link to connect your account. Your login stays encrypted and secure, and you can start managing your timeline immediately.

Connect Toggl Plan to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete tasks from my timeline?

    No. The AI can only update existing task details and timelines.

  • 02

    Will the AI create new tasks for me?

    No. This specific capability is limited to modifying tasks that already exist in your timeline.

  • 03

    Does the AI change my project settings?

    No. The AI only interacts with individual tasks, not your overall project configurations or user permissions.

  • 04

    How does the AI know which task I'm talking about?

    The AI uses the task list to find matches for the names or details you provide in your chat.

  • 05

    Can I undo a change made by the AI?

    The AI doesn't have an undo button. You'll need to ask it to change the task back to its previous state or do it manually in Toggl Plan.

  • More questions about Toggl Plan? The Connector page answers them. See everything the Toggl Plan Connector can do

Connect Toggl Plan to Claude, Cursor, ChatGPT & more