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DrBinary: Your AI Security Operations Team

Bridging AI and reverse engineering to deliver expert-level binary analysis to everyone.

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Written by Admin Admin
Updated this week

DrBinary is a cutting-edge cybersecurity platform that transforms complex binary analysis into accessible, conversational interactions. Our AI specialists provide 24/7 threat detection, malware analysis, and vulnerability research with the expertise of elite security professionals.

What is DrBinary?

DrBinary is an AI-powered platform featuring specialized security agents:

  • Dr.Binary - The main orchestrator agent that coordinates other agents and handles complex multi-agent tasks

  • MALY - AI Malware Analyst specializing in threat detection, behavioral analysis, and rapid incident response

  • EVE - CTF Expert for capture-the-flag challenges and competitive security research

  • Echo - Threat Intelligence Analyst for real-time threat correlation and attribution analysis

  • Nova - Vulnerability Research Specialist for discovering and analyzing security vulnerabilities

  • Fira - Firmware Analysis Expert for embedded systems and IoT device security

Why DrBinary?

  • Expert-Level Analysis: LLM + customized analysis tools > most human cyber analysts.

  • Low Cost: Delivers advanced cyber analysis capabilities at a fraction of the cost of a full-time expert.

  • Natural Language Interface: Ask questions in plain language, get expert insights

  • 24/7 Monitoring: Continuous threat detection and analysis

  • Zero Setup: Cloud-ready analysis with no installation required

  • Comprehensive Reporting: Technical details and executive summaries for all stakeholders

DrBinary democratizes advanced cybersecurity analysis, making expert-level security capabilities accessible to organizations of all sizes through conversational AI interfaces.

Core Capabilities

🛠️ 30+ Binary Analysis Tools

Your AI security team orchestrates 30+ specialized tools including Ghidra, angr, and more - with zero setup required. Everything runs instantly in the cloud with automated tool orchestration.

🐍 Sandbox Script Execution

AI agents write and execute Python scripts in secure sandboxes, editable directly in chat for custom analysis workflows.

🔄 Proprietary Analysis

Advanced capabilities including:

  • DeepDi: GPU-accelerated AI disassembler for fast, accurate, obfuscation-resilient analysis

  • DeepDiff: AI-powered binary diffing for vulnerability research and patch analysis

🔗 MCP-Enabled Extensibility

Flexible and customizable—connect your own AI models, MCP servers, and workflow tools like Slack, SIEM, or GitHub CI/CD with ease.

💻 Local Cyber Assistant

AI-powered diagnostic tool for Windows, Linux, and macOS that provides expert cybersecurity insights with real-time system access.

Key Features

  • Reverse engineering: Understand code logic from binaries, firmware, or executables.

  • Vulnerability detection: Identify known and potential security flaws.

  • Malware analysis: Classify and explain malicious behavior.

  • Binary diffing: Compare different versions to spot security patches or hidden changes.

  • Firmware analysis: Inspect embedded system images for backdoors or vulnerabilities.

  • Supply chain security: Detect tampering or injected malicious code.

Meet the Team

Dr.Binary - The Orchestrator

The main coordinator that intelligently routes complex tasks to specialized agents and synthesizes their findings into comprehensive reports.

MALY - Malware Analysis Specialist

Your dedicated AI malware analyst.

Specializes in:

  • Static and dynamic malware analysis

  • Behavioral pattern recognition

  • Threat classification and attribution

  • Incident response and containment

EVE - CTF Expert

Elite capture-the-flag specialist for competitive security research and challenge solving. Expert in:

  • Binary exploitation techniques

  • Reverse engineering puzzles

  • Cryptographic challenges

  • Web application security

Echo - Threat Intelligence Analyst

Real-time threat intelligence specialist focused on:

  • IoC correlation and enrichment

  • Campaign tracking and attribution

  • Threat landscape analysis

  • Strategic threat assessment

Nova - Vulnerability Research Specialist

Advanced vulnerability researcher for:

  • Zero-day discovery and analysis

  • Exploit development and testing

  • Security patch analysis

  • Vulnerability impact assessment

Fira - Firmware Analysis Expert

Embedded systems and IoT security specialist covering:

  • Firmware reverse engineering

  • Hardware security analysis

  • IoT device vulnerability assessment

  • Embedded system exploitation

Getting Started

  1. Sign up for your free account with 1,000 credits

  2. Choose your specialist - Dr.Binary for orchestrated analysis, MALY for malware, EVE for CTF, Echo for threat intel, Nova for vulnerability research, or Fira for firmware

  3. Upload files or ask questions in natural language

  4. Get expert analysis with actionable insights and recommendations

Advanced Features

Edit and execute your script in Dr.Binary's sandbox

Dr. Binary can write scripts and execute them in the sandbox to help solve your problems. It may occasionally make mistakes when generating scripts. In such cases, you can edit the scripts directly in the chat window. Editing is simple — clicking on a Python script in the file view or a created document opens the code editor, where you can view, modify, and execute Python code in our sandboxed environment.

Use Your Own AI Models

Want to use your own AI models? Just add them through Manage Models — and the best part is, using your own models comes with no token charges from us.

Connect Your MCP Servers

Have an MCP server with new analysis capabilities, or want Dr.Binary to work with your existing workflow tools like Slack, SIEM, or GitHub CI/CD? No worries — just connect via MCP servers, and Dr.Binary can automatically call them.

It's simple! Just add a MCP config to Dr.Binary. The sample MCP config can be found at https://code.visualstudio.com/docs/copilot/chat/mcp-servers#_configuration-example.

Inspect your PC via Local Cyber Assistant

Local Cyber Assistant extends Dr. Binary’s AI capabilities directly to your host environment, giving you controlled, local access to file systems, registries, and scripting. Investigate compromises, run forensic checks, collect artifacts, and execute safe remediation commands — all from within a chat window. Designed for SOC analysts, IR teams, and security engineers who need speed, precision, and operational control. Details can be found here

Download the data

After updating and analyzing the binary file, you can download the Ghidra project file (.gzf) for further local analysis. Alternatively, you can archive all decompiled code into a ZIP file. We're also working on expanding our data download capabilities.


Ready to experience next-generation security? Deploy your AI security team in minutes and start protecting your assets with cutting-edge technology.

Get Started: Chat with DrBinary
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