CodeRef AI

Item: CodeRef AI
Rating: 43
Author: M8ven

A tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.

→ keaizuizui/Coderef-Ai · listed on 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.

✅

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 2 credentials: DEEPSEEK_API_KEY, CODEREF_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.

configOLLAMA_BASE_URL

configOLLAMA_EMBED_MODEL

🔐 secretDEEPSEEK_API_KEY

🔐 secretCODEREF_API_KEY— export ="your-api-key"

configCODEREF_PROVIDER— export ="deepseek" # 支持: deepseek / openai / ollama

configCODEREF_BASE_URL— export ="https://api.deepseek.com/v1"

configCODEREF_MODEL— export ="deepseek-chat"

configCODEREF_TEMPERATURE

configCODEREF_MAX_TOKENS

// 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 2 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/keaizuizui-coderef-ai-1aizny)](https://m8ven.ai/mcp/keaizuizui-coderef-ai-1aizny)

commit: f0a41a66cc9a2500c58c4ccd38a27b5f3378d4c4

code hash: 9ae056f1e68fee133937dda149d5a343a1d94594818f097fb581480b2fa1b5b2

verified: 6/25/2026, 9:53:03 AM

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