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CodeRAG
A high-performance MCP server providing lightning-fast hybrid code search using TF-IDF and vector embeddings for AI assistants. It enables real-time codebase indexing and semantic retrieval with sub-50ms latency and offline support.
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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 1 credential: OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 medium1 low
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
Trubo: Login callback CSRF/session fixation
Turbo: Unexpected local code execution during Yarn Berry detection
Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
EMBEDDING_DIMENSIONS— Custom embedding dimensionsconfig
EMBEDDING_MODEL— Embedding model (default: text-embedding-3-small)config
HF_HOME🔐 secret
OPENAI_API_KEY— // Requires environment variableconfig
OPENAI_BASE_URL— Custom OpenAI-compatible endpoint// 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 0 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
[](https://m8ven.ai/mcp/sylphxai-coderag-1javps)commit: bbe4c4c1eb95d59b89fdde4d1554932cae8ef0b9
code hash: b810156c2de1f77b75bfe2878dcd1df80b0b0dea284cb97aee4043dad45da6b9
verified: 6/17/2026, 12:15:42 PM