Markdown RAG MCP Server

Item: Markdown RAG MCP Server
Rating: 54
Author: M8ven

A Model Context Protocol server that provides RAG capabilities for markdown documents using Qdrant for vector storage and Ollama for embeddings, enabling semantic search and document ingestion directly from Cursor IDE.

→ SowmeshSharma0/markdown-rag-mcp · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 5 high

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

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// known CVEs in dependencies5 high1 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@langchain/core@1.0.2GHSA-r399-636x-v7f6

LangChain serialization injection vulnerability enables secret extraction

high@modelcontextprotocol/sdk@1.20.2GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.20.2GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.20.2GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highlangchain@1.0.2GHSA-r399-636x-v7f6

LangChain serialization injection vulnerability enables secret extraction

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// required environment variables

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

configOLLAMA_URL

configPORT— 3000 MCP server port

configQDRANT_URL

// 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 6 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/sowmeshsharma0-markdown-rag-mcp-cdr4ci)](https://m8ven.ai/mcp/sowmeshsharma0-markdown-rag-mcp-cdr4ci)

commit: f4e649e9107970003435155877360dfcf3431af8

code hash: acd90b730c2294716c7b240f2f4d4f6d5cc82cdaa09fb203b114a04decc25163

verified: 6/22/2026, 12:21:14 PM

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