smart-bug-triage

Item: smart-bug-triage
Rating: 71
Author: M8ven

MCP server that triages GitHub issues by classifying, ranking priority, and assigning an engineer using a local LLM (Ollama) with full traceability.

→ Dhruvdubey17/smart-bug-triage · listed on glama

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Install from

Glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: GITHUB_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configOLLAMA_MODEL

configOLLAMA_BASE_URL

🔐 secretGITHUB_TOKEN— Everything else is optional. Copy .env.example to .env to add a

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/dhruvdubey17-smart-bug-triage-1u1d1r)](https://m8ven.ai/mcp/dhruvdubey17-smart-bug-triage-1u1d1r)

commit: 5d63ae7d06b92a4400df07dd02f0d77ceeca6106

code hash: 835c05482e22c98d9907418ac306b3818510f65b6a6e11665aa20653a0f6d054

verified: 7/30/2026, 8:48:26 AM

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