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qualmaster-mcp

Verified Safe

by seanshin0214

Overview

This server acts as an AI-powered qualitative research and conceptual paper writing assistant, providing specialized tools and a RAG-based knowledge base to a client like Claude Desktop.

Installation

Run Command
node dist/index.js

Environment Variables

  • CHROMA_URL
  • CHROMA_PATH

Security Notes

The server uses `StdioServerTransport` for communication, primarily interacting via standard I/O with a local client (Claude Desktop), which limits direct network exposure. It relies on environment variables (`CHROMA_URL`, `CHROMA_PATH`) for ChromaDB configuration, preventing hardcoded secrets. Defensive coding is implemented in tool handlers to validate arguments and prevent crashes from malformed inputs. Error handling for tool calls is robust, returning structured error messages. The primary external dependency is ChromaDB, which is configurable to a local or remote instance; misconfiguration by the user to an untrusted ChromaDB endpoint could introduce a risk, but this is not a flaw in the application's code itself. No `eval` or obfuscation patterns were found.

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Stats

Interest Score0
Security Score9
Cost ClassHigh
Avg Tokens750
Stars0
Forks0
Last Update2025-12-07

Tags

Qualitative ResearchConceptual PaperAI AssistantMCP ServerRAG