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Logs and dashboards

The Setup Portal has tabs for:

  • Agent Thread Logs and Agent Message Logs: each agent conversation and each turn in it, with token counts and cost
  • Tool Logs: every tool call from the agent or an MCP client, with inputs, outputs, duration and status
  • Agent Error Logs: failures, with stack traces
  • Agent Dashboard and MCP Dashboard: usage, errors and slowest calls

Each row is one tool call. Open a row to see its inputs, its output and, for a failure, the error.

The Tool Logs list filtered to MCP calls, with columns for the tool name, the MCP server and the status of each call.
Tool Logs records every call, including the ones that failed.

How much the agent is used and what it costs: users, messages, threads, tokens and spend.

Tiles from the Agent Activity dashboard showing users, messages, threads, total cost and average cost per message.
The first tiles on the Agent Dashboard.

What connected clients are doing: how many calls, which tools, how many failed and how long they took.

Tiles from the MCP Activity dashboard showing users, tool calls, tools used and errors, above a chart of calls per day by server.
The first tiles on the MCP Dashboard, with calls per day below.