AgentZero

AgentZero

MCP server for real-time credential leak detection and remediation in Slack, using AI-powered semantic analysis via Google Gemini.

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README

Agent Zero — AI-Powered Slack Security Agent

Real-time credential leak detection and remediation for Slack.

Features

  • Real-time regex-based credential detection
  • AI-powered semantic analysis via Google Gemini
  • MCP server integration (SSE transport on port 5001)
  • False positive learning (Mark as Safe)
  • Interactive Slack alerts with Mark as Safe & Dismiss buttons
  • Thread & edited message scanning
  • Slash commands: /audit-scan, /audit-report, /audit-search, /audit-status
  • Compliance Officer DM notifications for HIGH severity incidents
  • Calm-themed web dashboard with Basic Auth (port 5000)
  • PDF audit report generation
  • Docker support (Dockerfile + docker-compose.yml)
  • Slack manifest for one-click installation
  • Multi-key Gemini API support (GEMINI_API_KEYS)
  • Rate limiting with admin alert
  • Comprehensive test suite (19 checks)

Tech Stack

Python, Slack Bolt, FastMCP, Gemini API, Flask, Chart.js, ReportLab, Docker.

Getting Started

  1. Clone the repository:

    git clone git@github.com:Abdulrahman-Alfeqy/AgentZero.git
    cd AgentZero
    
  2. Configure environment:

    cp .env.example .env
    

    Edit .env and fill in your Slack and Gemini credentials.

  3. Install dependencies:

    pip install -r requirements.txt
    
  4. Run the agent:

    python main.py
    

Environment Variables

  • SLACK_BOT_TOKEN: The xoxb- token for Slack API calls.
  • SLACK_APP_TOKEN: The xapp- token for Socket Mode connections.
  • SLACK_SIGNING_SECRET: Used to verify incoming Slack requests.
  • GEMINI_API_KEY: Primary Google Gemini API Key for semantic analysis.
  • GEMINI_API_KEYS: Comma-separated list of Gemini API Keys for load balancing.
  • COMPLIANCE_OFFICER_ID: Slack User ID to receive DMs for high severity alerts and rate limits.
  • DASHBOARD_USERNAME: Basic Auth username for the web dashboard (default: admin).
  • DASHBOARD_PASSWORD: Basic Auth password for the web dashboard (default: agentzero).
  • DASHBOARD_HOST: IP address to bind the dashboard (default: 127.0.0.1).
  • DASHBOARD_PORT: Port for the dashboard (default: 5000).
  • MCP_SERVER_HOST: IP address to bind the MCP SSE server (default: 127.0.0.1).
  • MCP_SERVER_PORT: Port for the MCP SSE server (default: 5001).
  • STORAGE_PATH: Path to the JSONL incident storage file (default: incidents.jsonl).
  • REPORTS_DIR: Directory to save generated PDF reports (default: reports).

Dashboard Access

The dashboard is served on port 5000 (e.g., http://127.0.0.1:5000/dashboard). It is protected by HTTP Basic Auth. The default credentials, unless changed in your .env file, are:

  • Username: admin
  • Password: agentzero

Architecture

Slack Workspace
    └── Slack Bolt (Socket Mode)
            └── Classifier Engine
                    └── MCP Server :5001 (Gemini AI)
                            └── Incident Store (JSONL)
                                    └── Flask Dashboard :5000

Slack App Setup

Import slack_manifest.json at api.slack.com/apps for one-click configuration of all required scopes and events.

Roadmap

  • WebSocket updates for the live dashboard
  • Incident resolution workflow (Jira/ServiceNow integration)
  • Granular role-based access control for compliance officers

License

MIT

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