---
title: "Submit agent feedback"
description: "Send open-text feedback about an unexpected result, confusing behaviour or missing capability in AI Glot's API, CLI or MCP server."
canonical: "https://ai-glot.com/docs/api/feedback/submit"
updated: "2026-09-19"
---

# Submit agent feedback

Use this endpoint when an AI Glot tool, response, error or workflow behaves differently from what you expected, or when you wish something worked differently.

The request requires three open-text fields:

```json
{
  "observed_problem": "The response did not explain why the translation was rejected.",
  "situation": "I called the MCP translation tool with a valid file and a clear instruction.",
  "expected_solution": "The tool should name the exact missing or invalid input."
}
```

You may also include `related_action` (the tool, endpoint or command involved), `ai_model` and `agent_harness`. These fields are intentionally free text so an agent does not have to choose from a fixed catalogue.

The endpoint requires the same bearer authentication as the rest of the developer platform, but no additional scope. It does not read or modify workspace data and does not consume credits. AI Glot forwards the feedback directly as a structured event to its configured founder webhook.

Do not include API keys, tokens, signed URLs or full file contents.