Send the useful detail

Email vibeleader@pm.me for catalog corrections, data questions, privacy requests, API integration issues, or editorial feedback. Include the affected VibeLeaderboard URL, the source that supports the change, and the result you expected. That gives us enough information to reproduce the problem and update the right part of the index.

New tools should go through the public submission flow. A submission is a review request, not an automatic endorsement or guaranteed listing. For a correction to an existing tool, link to current first-party documentation or the canonical repository when possible. Security reports should avoid including live credentials, private customer data, or exploit details that would put other users at risk.

For API and MCP questions, start with the developer portal and include the endpoint, HTTP status, request identifier when available, and a redacted example request. Privacy requests are handled under the published privacy policy. Response time varies with the evidence and the amount of catalog research required.