glowroot-mcp-server 0.1.0

MCP Server para análise de traces do Glowroot

Glowroot MCP Server

An MCP (Model Context Protocol) server that enables AI assistants to analyze Java application traces captured by Glowroot, an open-source APM tool.

Features

• list_recent_errors — List recent errors within a time window
• analyze_trace — Deep-dive into a specific trace with execution tree and stack traces
• find_timeout_errors — Find timeout-related errors (SocketTimeoutException, etc.)
• analyze_error_patterns — Group errors by transaction and identify the most affected
• get_error_by_message — Search errors by message text (e.g. "NullPointerException")

Installation

pipx install glowroot-mcp-server

Or with pip:

pip install glowroot-mcp-server

Configuration

Set environment variables or create a .env file:

GLOWROOT_URL=http://localhost:4000
GLOWROOT_AGENT_ID=

Variable	Description	Default
GLOWROOT_URL	Base URL of the Glowroot instance	http://localhost:4000
GLOWROOT_AGENT_ID	Agent ID for multi-agent setups	empty (single agent)

Usage

As a standalone server

glowroot-mcp

With Claude Desktop / Kiro

Add to your MCP configuration:

{
  "mcpServers": {
    "glowroot": {
      "command": "glowroot-mcp",
      "env": {
        "GLOWROOT_URL": "http://localhost:4000",
        "GLOWROOT_AGENT_ID": ""
      }
    }
  }
}

With pipx

If installed via pipx, the glowroot-mcp command is available globally:

{
  "mcpServers": {
    "glowroot": {
      "command": "glowroot-mcp",
      "env": {
        "GLOWROOT_URL": "http://localhost:4000"
      }
    }
  }
}

Requirements

• Python 3.10+
• A running Glowroot instance monitoring your Java application

License

MIT