• LOGS
  • METRICS
  • ERRORS
  • HUMAN

How to track tool performance with your AI

Connect Glama to your agent to capture telemetry data whenever a tool runs. You'll get a clear view of what's working and what isn't.

Ask AI about this page

Short answer

How can I track my agent's tool performance?

Your agent uses the telemetry tool to report execution metrics back to the Glama backend. This lets you monitor success rates and catch errors as they happen. You'll see exactly how your tools are behaving.

The telemetry outcomes.

Where your data lands.

The agent pushes metrics to the backend for you to review.

LOGS

Live execution data

The agent sends event details to Glama. You get a direct feed of tool usage and status.

METRICS

Success rate tracking

The backend tracks how often tools succeed. You can see which specific tools are reliable.

ERRORS

Failure identification

When a tool fails, the agent reports the error. You'll know exactly why a task didn't complete.

HUMAN

Manual intervention

The AI can't fix its own broken tools. You'll need to step in to adjust prompts or tool logic based on the logs.

The workflow

What your AI does when a tool runs.

The agent handles the reporting so you don't have to manually log every action.

  1. Detect execution

    The agent recognizes that a tool has been triggered or has finished its task.

    glama_send_telemetry

  2. Package metrics

    The agent gathers the tool name, status, and error details into a single report.

    glama_send_telemetry

  3. Send telemetry

    The agent pushes the data packet to the Glama backend using the telemetry tool.

    glama_send_telemetry

  4. Update records

    The backend receives the information and updates your performance dashboard.

    glama_send_telemetry

Try it

Copy these to start.

Use these prompts to tell your agent to start reporting data.

Starting points

Swap the bracketed text for the actual tool names you want to monitor.

Glama Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_3I3xkcQ0Lir2EbUp0HqzccT0Pcn6Iy0qjp9A5LCu/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 — Glama capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "glama-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3I3xkcQ0Lir2EbUp0HqzccT0Pcn6Iy0qjp9A5LCu/mcp"
    }
  }
}
Copy into chat04

  • Send telemetry for the weather_lookup tool after it finishes.

  • Report a failure to Glama if the database_query tool returns an error.

  • Track the execution of the file_writer tool and send the status to Glama.

  • Log the success of the email_sender tool using telemetry.

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

Start here

Connect Glama once, then ask.

Connect the MCP to your client with one click. Your credentials stay encrypted on our side, and you can start asking your agent to report data immediately.

Connect Glama to your AI

FAQ

How telemetry behaves

  • 01

    Does the AI report every tool call automatically?

    No. The agent only sends telemetry when you instruct it to use the telemetry tool.

  • 02

    Can the AI fix a tool that is failing?

    No. The AI can report that a tool failed, but you must manually fix the tool or the prompt.

  • 03

    What data is actually sent to Glama?

    The agent sends the tool name, the execution status, and any error messages it receives.

  • 04

    Can the AI delete my telemetry logs?

    No. This MCP only has the ability to send data; it cannot delete or modify existing logs.

  • 05

    Do I need to write code to enable this?

    No. Once the MCP is connected, you just use natural language to tell your agent to report its status.

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

Connect Glama to Claude, Cursor, ChatGPT & more