Roadmap

Blog Tutorials

Community

Frequently Asked Questions

Contributing

Code Of Conduct

License

## Description 📝 The **Agentic Radar** is designed to analyze and assess agentic systems for security and operational insights. It helps developers, researchers, and security professionals understand how agentic systems function and identify potential vulnerabilities. It allows users to create a security report for agentic systems, including: 1. **Workflow Visualization** - a graph of the agentic system's workflow✅ 2. **Tool Identification** - a list of all external and custom tools utilized by the system✅ 3. **MCP Server Detection** - a list of all MCP servers used by system's agents✅ 4. **Vulnerability Mapping** - a table connecting identified tools to known vulnerabilities, providing a security overview✅ The comprehensive HTML report summarizes all findings and allows for easy reviewing and sharing. **[View Full Report Example Here](https://agentic-radar.neocities.org/)** **Agentic Radar** includes mapping of detected vulnerabilities to well-known security frameworks 🛡️. + [OWASP Top 10 LLM Applications](https://owasp.org/www-project-top-10-for-large-language-model-applications/) + [OWASP Agentic AI – Threats and Mitigations](https://genaisecurityproject.com/resource/agentic-ai-threats-and-mitigations) ## Getting Started 🚀 ### Prerequisites There are none! Just make sure you have Python (pip) installed on your machine. ### Installation ```sh pip install agentic-radar # Check that it is installed agentic-radar --version ``` Some features require extra installations, depending on the targeted agentic framework. See more [below](#advanced-installation). ## Advanced Installation ### CrewAI Installation CrewAI extras are needed when using one of the following features in combination with CrewAI: - [Agentic Radar Test](#-test-for-vulnerabilities-in-agentic-workflows) - Descriptions for predefined tools You can install Agentic Radar with extra CrewAI dependencies by running: ```sh pip install "agentic-radar[crewai]" ``` > [!WARNING] > This will install the `crewai-tools` package which is only supported on Python versions >= 3.10 and < 3.13. > If you are using a different python version, the tool descriptions will be less detailed or entirely missing. ### OpenAI Agents Installation OpenAI Agents extras are needed when using one of the following features in combination with OpenAI Agents: - [Agentic Radar Test](#-test-for-vulnerabilities-in-agentic-workflows) You can install Agentic Radar with extra OpenAI Agents dependencies by running: ```sh pip install "agentic-radar[openai-agents]" ``` ## Usage Agentic Radar now supports two main commands: ### 1. `scan` Scan code for agentic workflows and generate a report. ```sh agentic-radar scan [OPTIONS] FRAMEWORK:{langgraph|crewai|n8n|openai-agents|autogen} ``` Example: ```sh agentic-radar scan langgraph -i path/to/langgraph/example/folder -o report.html ``` --- ### 2. `test` Test agents in an agentic workflow for various vulnerabilities. Requires OPENAI_API_KEY set as environment variable. ```sh agentic-radar test [OPTIONS] FRAMEWORK:{openai-agents} ENTRYPOINT_SCRIPT_WITH_ARGS ``` Example: ```sh agentic-radar test openai-agents "path/to/openai-agents/example.py" ``` See more about this feature [here](#-test-for-vulnerabilities-in-agentic-workflows). ## Advanced Features ✨ ### Agentic Prompt Hardening Agentic Prompt Hardening automatically improves detected system prompts in your agentic workflow and displays them in the report. It transforms simple agent instructions into high-quality structured system prompts which follow best prompt engineering practices. > [!NOTE] > Currently supported fr

Agentic Radar

Comments