• STATUS
  • DETAILS
  • SCOPE
  • HUMAN

How to audit feature status and metadata with your AI

Connect Aha! to your AI client once. After that, your agent handles the heavy lifting of digging through your product roadmap.

Ask AI about this page

Short answer

Can I check feature progress and details with my AI?

Yes. Your AI pulls technical details and status updates for individual features or entire product sets from Aha!. You get a clear view of your roadmap without manual searching.

The outcomes.

What you get from an audit.

The AI organizes your product data into these specific outcomes.

STATUS

Real-time progress tracking

The AI pulls current status updates for any feature. You'll see exactly where things stand in the development cycle.

DETAILS

Deep metadata access

Your agent retrieves technical specifics and custom fields. This gives you the granular context needed for planning.

SCOPE

Product set overviews

Instead of checking one by one, your AI can scan entire product sets. This makes high-level reporting much faster.

HUMAN

Decision support

The AI identifies gaps or delays in your roadmap. You then decide how to shift resources or adjust deadlines.

The workflow

What your AI does when the request arrives.

The AI moves from broad scanning to specific data retrieval to answer your questions.

  1. Scanning the roadmap

    The AI identifies all available features within your specified product sets to build a baseline.

    list_features

  2. Targeting specific items

    Once it finds the right feature, the AI pulls its specific metadata and current status.

    get_feature

  3. Comparing progress

    The AI looks at the status of multiple features to find patterns or bottlenecks.

    list_featuresget_feature

  4. Summarizing findings

    The AI translates the technical Aha! data into a plain English report for you.

    get_feature

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are opening lines. Swap out the feature names or product set titles with your actual Aha! data.

Aha! Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_PCU5KMOVLtBmaNOlo0LfKa63hd0zI4zHSHGPDO0r/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 — Aha! capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aha-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_PCU5KMOVLtBmaNOlo0LfKa63hd0zI4zHSHGPDO0r/mcp"
    }
  }
}
Copy into chat04

  • List all features in the Mobile App product set and tell me their current status.

  • Get the technical metadata for the 'User Authentication' feature.

  • Which features in the 'Core API' set are currently marked as completed?

  • Summarize the progress of all features within my current roadmap.

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

Start here

Connect Aha! once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted and secure on our end.

Connect Aha! to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change feature statuses in Aha!?

    No. The AI can only read feature data and metadata. It cannot edit, delete, or create anything in your Aha! account.

  • 02

    Does the AI see all my product data?

    The AI only sees the data it can access through the specific tools provided. It cannot access parts of Aha! that aren't exposed by these tools.

  • 03

    Can I audit features by custom tags?

    Yes, if those tags are part of the feature metadata, your AI can filter and find them.

  • 04

    How does the AI know which product set to look at?

    You tell the AI which product set to target in your prompt, and it uses that to narrow its search.

  • 05

    Will the AI notify me when a feature status changes?

    No. This is a pull-based connection. The AI only provides information when you ask it a question.

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

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