Back to Home
WayBob icon

Local-Qwen-2.5-with-DeepSeek-OCR-vLLM-MCP

Verified Safe

by WayBob

Overview

An AI agent system integrating local/remote Qwen 2.5 LLM and DeepSeek OCR as an MCP server for multimodal tasks.

Installation

Run Command
uv run src/deepseek_ocr/server.py --port 3002

Environment Variables

  • OPENAI_API_KEY
  • ANTHROPIC_API_KEY
  • GOOGLE_API_KEY
  • DEEPSEEK_API_KEY
  • XAI_API_KEY

Security Notes

API keys are loaded from environment variables (e.g., .env file), which is good practice. The system involves multiple networked components (vLLM servers, MCP server, client) which should be secured with appropriate firewall rules. The 'process_local_image_for_ocr' tool takes a local file path which, if supplied by a malicious LLM prompt, could potentially lead to attempts to open arbitrary local files. However, the `Image.open` function used for processing is robust and primarily designed for image files, mitigating the risk of arbitrary code execution or significant information disclosure for non-image files. The configuration of MCP server launch commands in 'mcp_config.json' could pose a risk if not controlled by a trusted administrator, but this is a deployment-time configuration risk.

Similar Servers

Stats

Interest Score33
Security Score8
Cost ClassHigh
Avg Tokens3000
Stars1
Forks0
Last Update2025-11-22

Tags

AI AgentMultimodalLLMOCRLangGraphvLLMMCP