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camera-rag-agent

Verified Safe

by jordlee

Overview

A RAG-based MCP server providing semantic search and information retrieval from Sony camera help guides, enabling LLMs to answer camera-related queries and perform comparisons.

Installation

Run Command
python3 mcp/help_guide_mcp_server.py

Environment Variables

  • PINECONE_API_KEY
  • REDIS_URL

Security Notes

The server correctly uses environment variables for sensitive API keys like PINECONE_API_KEY. Input validation is handled implicitly by passing parameters to the Pinecone client's query filters, mitigating direct injection risks in the search logic. The rate limiter adds a layer of protection against abuse. No direct `eval` or `os.system` calls were found with user-controlled input. However, the repository contains a `scripts/clear_pinecone_index.py` utility that can delete all vectors from the Pinecone index; while it includes a user confirmation step, it highlights a powerful and potentially destructive capability in the codebase. The `mcp/chatgpt.md` file also explicitly outlines the broader LLM-level prompt injection and data exfiltration risks when *using* such a server with an AI model, which are inherent to agentic systems and not solely code-level vulnerabilities within the server itself.

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Stats

Interest Score0
Security Score9
Cost ClassMedium
Avg Tokens6000
Stars0
Forks0
Last Update2025-12-05

Tags

RAGSemantic SearchCamera DocumentationPineconeHelp GuideMCP