ichnus2

Item: ichnus2
Rating: 56
Author: M8ven

Enables bug localization by analyzing a repo and bug report with an ant-swarm LLM, returning a HOT/WARM/COLD heatmap and JSON audit trail via MCP.

→ Sharann-del/Ichnus · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

1 tool describes read intent but its handler mutates — locate_bug_tool (line 88: audit_path.write_text(result.audit_json))

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 3 credentials: OPENROUTER_API_KEY, GROQ_API_KEY, GEMINI_API_KEY

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.

configICHNOS_DEBUG_ANTS— 1 print client + raw text for the first few ants

configICHNOS_PROVIDER— gemini or openrouter (else inferred from which key exists)

configICHNOS_ANT_MODEL— Override the default cheap scout model

configICHNOS_PROSECUTOR_MODEL— Optional separate model for Stage 8

configICHNOS_RPM_LIMIT

configICHNOS_MOCK— 0 uv run python -m ichnos2.demo_runner /path/to/repo \

🔐 secretOPENROUTER_API_KEY

🔐 secretGROQ_API_KEY

🔐 secretGEMINI_API_KEY

// 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 5 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/sharann-del-ichnus-148xsu)](https://m8ven.ai/mcp/sharann-del-ichnus-148xsu)

commit: ceca78ec65b7d1aaa8f8ab1318451c8c2fb4ccc9

code hash: 3910fc9e8ac2b7d0a233744a66d8fba07f6b3c36625034a448daf2e7ddcf4b7b

verified: 7/31/2026, 9:08:32 AM

view raw JSON →