Awesome AI Agents › Runtime Analysis Tools
PrivateGPT is a fully private, offline-capable AI platform that enables users to interact with their documents using Large Language Models through a comprehensive API and user-friendly interface, ensuring data never leaves the user's environment.
PentAGI is a fully autonomous AI-driven penetration testing system that integrates professional security tools, multi-agent AI collaboration, and scalable microservices architecture to deliver comprehensive and automated security assessments.
Impacket is a Python library offering low-level programmatic access and implementations for various network protocols, focusing on security research and educational use.
VIPER is a versatile and powerful red team platform that supports adversary simulation and cybersecurity assessments across multiple operating systems, enhanced with AI-driven automation and extensive post-exploitation capabilities.
MCP-Scan is a security tool that statically and dynamically scans MCP connections to detect and prevent vulnerabilities like prompt injections, tool poisoning, and cross-origin escalations, offering real-time monitoring and customizable guardrails for enhanced protection.
OpenRecall is a fully open-source, privacy-focused digital memory tool that captures and makes searchable your digital history through screenshots, supporting Windows, macOS, and Linux with local data storage and advanced semantic search capabilities.
MCP server that exposes Cheat Engine memory reading, scanning, disassembly and debugging to AI agent clients through roughly 180 tools over a named pipe or TCP relay.
Amon is a modern, open-source server monitoring platform designed to help users track and manage server performance and uptime effectively.
Cisco AI Defense security scanner that inspects MCP servers, tools, prompts and resources for malicious behavior using YARA rules, an LLM-as-a-judge engine and the Cisco AI Defense inspect API.
Agentic Radar is a security scanner tool designed to analyze and assess the security and operational aspects of agentic workflows using large language models, providing detailed reports and visualizations to identify vulnerabilities and improve transparency.
GhidraGPT is a Ghidra extension that sends a single decompiled function to a chosen LLM provider to explain it, recover names, types and comments, or flag likely security issues in reverse engineering work.
Rogue is an intelligent automated web vulnerability scanner that uses Large Language Models to mimic human penetration testing for discovering and validating web application security weaknesses.
Agent Wiz is a Python CLI tool that extracts, visualizes, and performs automated threat assessments on complex AI agent workflows across multiple popular frameworks, enhancing security and visibility for developers and researchers.
mind-sdk-deepseek-rust is a Native Rust SDK by Mind Network that enables AI-driven predictions encrypted with Fully Homomorphic Encryption and submitted on-chain for decentralized model consensus.
JDBG is a powerful Java dynamic reverse engineering and debugging tool that operates at runtime, enabling deep inspection and manipulation of Java applications through bytecode and object analysis.
Aetherius AI Assistant is a private, locally-operated multi-agent AI framework with realistic long-term memory and versatile capabilities, designed for user control and privacy using open-source LLMs and advanced memory retrieval techniques.
jrasp-agent is a Java Runtime Application Self Protection system that enhances JVM application security by modifying bytecode to detect and block vulnerabilities in real time with minimal performance impact.
Shermie-Proxy is a versatile proxy packet capture tool that supports multiple protocols including HTTP, HTTPS, WebSocket, TCP, and Socks5, enabling real-time interception and modification of network data.
Awesome Mind Network is a curated collection of open-source resources, SDKs, and tools by Mind Network designed to empower developers and researchers building privacy-preserving technologies, Agentic AI, and decentralized infrastructure.
LiveRecall is an open-source tool that captures and encrypts screen snapshots, enabling users to recall them through natural language queries using semantic search technology.
This project provides official code and data for studying and evaluating the adversarial robustness of multimodal large language model agents through various adversarial attacks and detailed evaluation methods.
PopupAttack is a research codebase demonstrating how adversarial pop-ups can successfully attack vision-language autonomous agents, causing them to misclick and fail tasks in environments like OSWorld and VisualWebArena.
IvyCheck Python SDK enables developers to integrate hallucination, PII, and prompt injection detection checks into their Python applications for enhanced content verification and security.