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team-agentic-setup

by twistingmercury

Overview

The Cognee MCP Server functions as a central knowledge memory for a hierarchical AI agent system, enabling agents to dynamically retrieve and apply specialized development patterns for architecture, coding, testing, and deployment tasks.

Installation

Run Command
docker compose up -d

Environment Variables

  • NEO4J_USERNAME
  • NEO4J_PASSWORD
  • POSTGRES_DB
  • POSTGRES_USER
  • POSTGRES_PASSWORD
  • MCP_SERVER_PORT
  • REST_API_PORT

Security Notes

The system grants extensive Bash execution and file system write/edit permissions to AI agents, notably the 'shell-script-engineer' which can generate and run arbitrary shell scripts, and 'go-devops-engineer' for Docker/cloud operations. This poses a significant risk for arbitrary code execution, system compromise, or data manipulation if an agent is compromised, misaligned, or acts maliciously. The underlying Cognee MCP Server's implementation details, crucial for network security and internal processing, are not provided for review.

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Stats

Interest Score29
Security Score4
Cost ClassMedium
Avg Tokens2500
Stars2
Forks0
Last Update2026-01-07

Tags

AI-assisted developmentknowledge baseagent coordinationpattern retrievaldeveloper tools