• DEBUG
  • MONITOR
  • AUDIT
  • HUMAN

How to log API traffic with your AI agent

Connect Treblle to your agent to feed live API telemetry into your conversation. You'll get immediate visibility into every request and response payload.

Ask AI about this page

Short answer

How can I log API traffic with my AI?

Your AI uses the Treblle MCP to pull live request and response data from your Treblle dashboard. This lets you inspect payloads and debug endpoints without leaving your chat. You get a clear view of the following outcomes.

Where your data lands.

The outcomes of your queries.

The AI moves your API telemetry into these specific views.

DEBUG

Live payload inspection

The AI pulls specific request and response bodies from Treblle. You see exactly what was sent and received during a call.

MONITOR

Real-time error tracking

Your agent identifies failed requests by reading Treblle logs. It highlights status codes and error messages instantly.

AUDIT

Traffic history review

The AI scans through past API interactions stored in Treblle. You can reconstruct the sequence of events for any specific endpoint.

HUMAN

Manual dashboard review

The AI cannot modify your Treblle settings or delete logs. You still need to log into the Treblle dashboard for configuration changes.

The workflow

What your AI does when traffic arrives.

The agent acts as a bridge between your live API calls and your chat window.

  1. Capture traffic

    Treblle intercepts the outgoing and incoming API data as it happens.

    ingest_api_data

  2. Fetch payloads

    Your agent requests the specific request and response details for a given trace.

    ingest_api_data

  3. Analyze errors

    The AI looks for 4xx or 5xx status codes within the ingested data to find bugs.

    ingest_api_data

  4. Report findings

    The agent presents the parsed JSON or error details directly in your client.

    ingest_api_data

Try it

Copy these to start.

Use these prompts to begin interacting with your Treblle data.

Starting points

Swap out the specific endpoint names or error codes to match your current debugging session.

Treblle Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7VSMX7rJLXX7eBb3PrwNZUITkeSGwZgkRJYLNsyi/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 — Treblle capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "treblle-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7VSMX7rJLXX7eBb3PrwNZUITkeSGwZgkRJYLNsyi/mcp"
    }
  }
}
Copy into chat04

  • Show me the last five API requests from my Treblle dashboard.

  • Find the request payload for the failed POST call to /v1/users.

  • List all 500 error responses recorded in Treblle in the last hour.

  • Check the response body for the GET request to the auth endpoint.

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

Start here

Connect Treblle once, then ask.

Just link your Treblle account via the Vinkius dashboard. Your credentials stay encrypted, and you can start asking your agent about traffic immediately.

Connect Treblle to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my Treblle API settings?

    No. The AI can only read data through the ingest_api_data tool. It cannot modify your Treblle configuration.

  • 02

    Does the AI delete any of my logs?

    No. The AI has no capability to delete or alter the data stored in Treblle.

  • 03

    Can I use this with Claude or Cursor?

    Yes. Any MCP-compatible client like Claude, Cursor, or Windsurf works with this connector.

  • 04

    Is the API data real-time?

    Yes. The AI pulls the most recent data available in your Treblle dashboard.

  • 05

    Can the AI fix the code that caused the API error?

    The AI can identify the error in the payload, but you must manually apply the fix to your codebase.

  • More questions about Treblle? See everything the Treblle Connector can do

Connect Treblle to Claude, Cursor, ChatGPT & more