RAG MCP Server

Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabilities for semantic code indexing and search. Enables creating entity relationships, managing observations, and performing semantic searches across indexed codebases.

→ ali-48/rag-mcp-server · listed on glama

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// key findings

🚨

Known vulnerabilities in dependencies: 1 critical, 2 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

// required environment variables

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

configMCP_MODE

configPHASE03_BATCH_SIZE

configPHASE03_ENABLED

configPHASE03_FEATURES

configPHASE03_MAX_TOKENS

configPHASE03_MODEL

configPHASE03_PROVIDER

configPHASE03_TEMPERATURE

configRAG_WORKSPACE

configVSCODE_WORKSPACE

configVSCODE_WORKSPACE_FOLDERS

// 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/ali-48-rag-mcp-server-isvm66)](https://m8ven.ai/mcp/ali-48-rag-mcp-server-isvm66)

commit: cb41a16bc3a342dfc77dd73053a59be453314de4

code hash: 1f79c9b71153e7c822ef01ec1ad78925bd54f1e0f83fcec4e89687ef3815145c

verified: 6/9/2026, 10:13:55 AM

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