• AUDIT
  • FIX
  • CLEAN
  • REVIEW

How to manage prompt versions with your AI

Connect Humanloop to your AI client to manage your prompt library through chat. You can audit history, fix errors, or prune old versions without leaving your workspace.

Ask AI about this page

Short answer

How can I manage my prompt versions?

Your AI uses Humanloop tools to list, update, or delete specific versions of your prompts. This lets you maintain a clean library by removing outdated iterations or fixing mistakes in existing ones.

Prompt management outcomes

Where your library stays clean.

What happens when you ask your AI to manage your prompt history.

AUDIT

View version history

The AI pulls a list of all existing versions for a specific prompt. You get a clear view of what's currently live.

FIX

Update old versions

The AI modifies the content of a specific version. This is how you correct typos or tweak logic in an existing iteration.

CLEAN

Remove unused prompts

The AI deletes specific versions you no longer need. This keeps your library from getting cluttered with junk.

REVIEW

Human oversight

The AI identifies which versions are active or outdated. You decide which specific version to keep or kill.

The workflow

What your AI does when the request arrives.

Your AI acts as a bridge between your chat interface and the Humanloop API.

  1. Fetch version history

    The AI looks up all the different iterations of a prompt to see what you're working with.

    list_prompt_versions

  2. Modify content

    Once you identify a version that needs a change, the AI applies your edits to that specific ID.

    update_prompt_version

  3. Prune the library

    The AI removes the specific version you've flagged as obsolete or incorrect.

    delete_prompt_version

  4. Verify changes

    The AI checks the updated list to ensure the version was modified or removed as requested.

    list_prompt_versions

Try it

Copy these to start.

Use these prompts to begin managing your Humanloop library.

Starting points

Swap out the bracketed text with your actual prompt names or version IDs.

Humanloop Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SDhmK5J7LYd6XJCbZRuzCR6WIRna9REWi8m4RQ2M/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 — Humanloop capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "humanloop-llm-prompt-management-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SDhmK5J7LYd6XJCbZRuzCR6WIRna9REWi8m4RQ2M/mcp"
    }
  }
}
Copy into chat04

  • List all versions for the 'customer_support_bot' prompt.

  • Update version 4 of the 'summarizer' prompt to include more detail.

  • Delete the outdated version 2 of the 'email_generator' prompt.

  • Show me all versions for the 'code_reviewer' prompt so I can pick one.

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

Start here

Connect Humanloop once, then ask.

Just link your account via the Vinkius dashboard. Your credentials stay encrypted, and you can immediately start managing prompts in your preferred AI client.

Connect Humanloop to your AI

FAQ

How the management task behaves

  • 01

    Can the AI create brand new prompts?

    No. This specific set of tools is for managing existing versions through listing, updating, or deleting.

  • 02

    Will the AI delete my entire prompt library?

    No. The AI can only delete specific versions that you explicitly tell it to remove.

  • 03

    Can I revert to a previous version automatically?

    The AI can update a version with old content using the update tool, but it doesn't have a dedicated 'rollback' button.

  • 04

    Does the AI see my prompt content?

    Yes, the AI needs to see the prompt data to list versions and perform updates.

  • 05

    Can the AI change my API keys?

    No. This MCP only interacts with prompt versions, not your account settings or billing.

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

Connect Humanloop to Claude, Cursor, ChatGPT & more