• CLEANUP
  • RENAME
  • AUDIT
  • HUMAN

How to reorganize your Bear tags with AI

Connect your Bear database to your AI client to fix your note hierarchy. Once connected, you can clean up tag sprawl through simple chat commands.

Ask AI about this page

Short answer

How can I use AI to fix my Bear tags?

Your AI client uses the Bear MCP to scan your existing tag list, rename outdated tags, or remove ones you no longer need. This lets you rebuild your note hierarchy without clicking through every individual note. You'll get a clean, organized database.

The results.

Clean tag outcomes.

The AI handles the heavy lifting of database maintenance.

CLEANUP

Remove dead tags

The AI identifies unused or redundant tags and removes them. You get a leaner tag list without the clutter.

RENAME

Standardize naming

The AI renames specific tags to match your preferred naming convention. This fixes typos or outdated categories instantly.

AUDIT

Review tag usage

The AI pulls a full list of every tag currently in your Bear database. You can see exactly what you're working with before making changes.

HUMAN

Manual verification

You decide which tags are actually worth keeping or changing. The AI only acts on the specific instructions you give it.

The workflow

What your AI does when the request arrives.

The AI moves from scanning your data to executing specific changes based on your chat commands.

  1. Scan the database

    The AI pulls a complete list of every tag you have used in Bear to understand your current structure.

    list_tags

  2. Identify targets

    Based on your instructions, the AI picks out the specific tags that need to be updated or removed.

    list_tags

  3. Apply renames

    The AI updates the tag name across your entire database so all notes stay connected to the new term.

    rename_tag

  4. Purge old tags

    The AI deletes the specific tags you've flagged as obsolete or incorrect.

    delete_tag

Try it

Copy these to start.

Use these prompts to begin cleaning up your Bear database.

Starting points

Swap out the bracketed text with your actual tag names or specific categories.

Bear Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_TLQxZBRzGLnr7TZkljxUEGdAXpbyLHKIFiqqZEvb/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 — Bear capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "bear-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TLQxZBRzGLnr7TZkljxUEGdAXpbyLHKIFiqqZEvb/mcp"
    }
  }
}
Copy into chat04

  • List all my tags in Bear so I can see what needs cleaning.

  • Rename the tag [Old Category] to [New Category] across all my notes.

  • Find and delete the tag [Obsolete Tag] from my database.

  • Look at my tags and suggest a better way to group [Project X] tags.

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

Start here

Connect Bear once, then ask.

Click the link to connect your Bear account. Your credentials stay encrypted, and you can start managing your tags immediately through your AI client.

Connect Bear to your AI

FAQ

How this task behaves.

  • 01

    Will the AI delete my actual notes?

    No. The AI only has the ability to manage tags. It cannot read, edit, or delete the content inside your notes.

  • 02

    Can the AI create new tags?

    No. The current tools only allow the AI to list, rename, or delete existing tags.

  • 03

    Does renaming a tag affect my note content?

    No. Renaming a tag only updates the tag metadata. It does not change any text written inside your notes.

  • 04

    How do I know which tags the AI is going to change?

    The AI will tell you what it intends to do. You should always confirm the list of changes before telling the AI to proceed.

  • 05

    Can the AI organize my notes into folders?

    No. This specific connector is built for tag management, not for moving notes into different folders or hierarchies.

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

Connect Bear to Claude, Cursor, ChatGPT & more