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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.
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<strong>OpenTrace</strong><br/>
<em>Give your AI coding agent eyes into production</em>
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<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>
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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. 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
dev@company.com). The commit modified payments_controller.rb
lines 82-95.
Want me to fix it?
How It Works
Your App Your Server
┌──────────────────────┐ ┌──────────────────────────────────┐
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