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pa_agent

by amanzoni1

Overview

A conversational AI agent providing retrieval-augmented generation, long/short-term memory, and tool integrations including a CoinMarketCap (MCP) server for financial queries.

Installation

Run Command
docker compose up -d

Environment Variables

  • OPENAI_API_KEY
  • LANGSMITH_API_KEY
  • REDIS_URI
  • POSTGRES_URI
  • PINECONE_API_KEY
  • TAVILY_API_KEY
  • COINMARKETCAP_API_KEY

Security Notes

The system includes a `save_uploaded_file` tool that allows writing arbitrary base64-encoded content to any specified filename, making it highly vulnerable to arbitrary file write attacks, which can lead to remote code execution or system compromise if not sandboxed. It also executes external `npx` commands for the CoinMarketCap MCP server, which, while for a specific tool, introduces a potential command injection vector if not meticulously sanitized. Several tools (`web_fetch`, `index_docs`, `summarise_file`, `extract_tables`, `ocr_image`) download and process content from user-provided URLs, posing risks like SSRF, DoS via large files, and exploitation of vulnerabilities in parsing libraries. There is no clear indication of sandboxing or resource limiting for these operations.

Similar Servers

Stats

Interest Score34
Security Score3
Cost ClassMedium
Avg Tokens2000
Stars4
Forks0
Last Update2026-01-19

Tags

LangGraphAI AgentRAGMemoryCoinMarketCapChatbot