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    opentrace

    opentrace

    adham90 February 9, 2026
    15 copies 0 downloads

    Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hosted on a $4/mo VM. No dashboards — your AI assistant sees production.

    Agent Definition
    <p align="center">
      <strong>OpenTrace</strong><br/>
      <em>Give your AI coding agent eyes into production</em>
    </p>
    
    <p align="center">
      <a href="https://github.com/adham90/opentrace/releases"><img src="https://img.shields.io/github/v/release/adham90/opentrace?style=flat-square" alt="Release"></a>
      <a href="https://github.com/adham90/opentrace/actions/workflows/ci.yml"><img src="https://img.shields.io/github/actions/workflow/status/adham90/opentrace/ci.yml?branch=main&style=flat-square&label=CI" alt="CI"></a>
      <a href="https://github.com/adham90/opentrace/blob/main/LICENSE"><img src="https://img.shields.io/github/license/adham90/opentrace?style=flat-square" alt="License"></a>
    </p>
    
    <p align="center">
      <a href="#how-it-works">How It Works</a> ·
      <a href="#get-started">Get Started</a> ·
      <a href="#what-can-the-agent-do">Features</a> ·
      <a href="#mcp-tools">MCP Tools</a> ·
      <a href="#security">Security</a>
    </p>
    
    ---
    
    Your AI coding assistant can read your code — but it's **blind to production**. When something breaks, you copy-paste stack traces, dig through log dashboards, and manually feed context into chat.
    
    OpenTrace fixes that. It's a self-hosted server that connects your AI agent directly to your production observability data via [MCP](https://modelcontextprotocol.io). No dashboards, no UI — **the agent is the interface**.
    
    ```
    You:    "Why is the checkout endpoint throwing 500s?"
    
    Agent:  Error rate on POST /api/checkout spiked from 0.1% to 4.2%
            starting 8 minutes ago. 23 errors, 12 affected users.
    
            Root cause: NilPointerError at payments_controller.rb:87
            — customer.address is nil when charging.
    
            This started after the latest deploy (commit a1b2c3d by
            [email protected]). The commit modified payments_controller.rb
            lines 82-95.
    
            Want me to fix it?
    ```
    
    ---
    
    ## How It Works
    
    ```
    Your App                                Your Server
    ┌──────────────────────┐               ┌──────────────────────────────────┐

    Tags

    alertingclaudecursordatabase-monitoringdebuggingdevtoolsfull-text-searchgolanglog-managementlogging

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