#2Tools for observing malware behavior in isolated environments to understand its actions and impact.
Kitploit recommended

A PowerShell script that attempts to help malware analysts hide their VMware Windows VM's from malware that may be trying to evade analysis.
Docker labs + defensive scanner for fastjson remote-class-load RCE. fastjson 1.2.66-1.2.83: @JSONType resource probe (CVE-2026-16723). fastjson2…

Droidefense: Advance Android Malware Analysis Framework

Trail of Bits Testing Handbook - appsec.guide

Evidence-oriented DAST scanner in Go that crawls web apps and APIs, then runs adaptive SQLi, XSS, RCE, SSRF, and auth checks with replayable proof.

Lightweight fuzzing of a memory snapshot using KVM

Rootless container runtime and sandbox that launches kernel-enforced OCI images in milliseconds with no daemon, featuring resource profiles, seccomp…

Analyze, extract and visualize features, artifacts and IoCs of files and memory dumps (Windows, Linux, Android, iPhone, Blackberry, macOS binaries,…

Umap2 is the second revision of NCC Group's python based USB host security assessment tool.

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds,…

Proper sandboxing for agentic coding and web browsing

MCP server for reverse engineering Windows executables and binary formats. Combines static triage, Ghidra-assisted function recovery, plugin-driven…

Dynamic and static analysis with Real Time Malware Analysis with Antivirus for Windows, including open-source XDR (3 EDR projects), ClamAV, YARA-X,…

Secure runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.

Reverse engineering software using a full system simulator

Drltrace is a library calls tracer for Windows and Linux applications.

A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, forensics, vulnerability research,…

WEB SERVICE SECURITY ASSESSMENT TOOL