Open-source alternatives to IMSI Catcher

SDRPlusPlus is a cross-platform software-defined radio suite used for capturing, processing, and visualizing radio frequency signals. It functions as a multi-frequency radio receiver and spectrum analyzer, providing a unified hardware interface to connect various radio devices. The project employs a modular signal processing framework that allows for the integration of custom plugins and the loading of external compiled modules. This architecture supports a multi-oscillator virtual tuning system, enabling the simultaneous monitoring of different frequency bands within a single hardware stream

Rayhunter is an IMSI catcher detection tool and cellular network monitor designed to identify cell-site simulators and fake base stations. It functions as an SDR signal analyzer that tracks tower connectivity, logs GPS locations, and monitors for network downgrades or disabled encryption on mobile hardware. The system distinguishes itself through heuristic-based traffic analysis used to detect suspicious identity requests, malformed system information, and the use of null ciphers. It includes a remote device management interface consisting of a REST API and web dashboard for controlling detec

SDRangel is a comprehensive software-defined radio suite and digital signal processing framework. It functions as an RF spectrum analyzer and modular radio demodulator, providing a unified hardware abstraction layer to connect various radio devices to software processing pipelines for data acquisition and transmission. The platform is distinguished by its modular architecture, which uses a data-flow graph of dynamic libraries to construct signal processing chains. This allows for a plugin-based environment where users can extract audio and digital data from raw radio signals using various mod

This project is a software-defined radio platform designed to capture, analyze, and broadcast radio frequency signals across a wide spectrum. It provides a programmable hardware interface for transmitting and receiving radio signals, enabling spectrum analysis and wireless data monitoring. The system is distinguished by its ability to synchronize multiple devices using a shared external clock and hardware triggers to ensure precise timing and sample accuracy. It supports advanced signal routing, allowing ports to be mapped based on frequency or time to enable specialized operations like pseud

srsRAN_4G is a full-stack software-defined radio suite that implements the 4G LTE protocol. It provides a modular cellular network stack capable of deploying base stations, core network components, and user equipment simulators. The project differentiates itself through a hardware-agnostic approach to radio drivers, allowing the software to interface with various software-defined radio front-ends. It implements the entire communication chain in software, from the physical layer to the network core. The system covers several functional domains, including baseband signal processing, subscriber

srsRAN is a software-defined radio suite for implementing 4G LTE networks. It provides comprehensive software implementations of the core network, base stations, and mobile user equipment. The project includes a lightweight evolved packet core with components for subscriber management and data routing, alongside a full-stack software-defined radio implementation of an eNodeB and mobile device simulation. The system covers radio access network management, core network infrastructure, and user equipment simulation. These capabilities enable the deployment of private cellular networks and the t

GNU Radio is an open-source software-defined radio framework that provides a digital signal processing toolkit for building wireless communication systems. At its core, it uses a block-based flow graph architecture where pre-built signal processing blocks are connected into directed graphs to define and execute custom radio signal processing pipelines. The system operates as a flow graph signal processor that enables low-latency streaming radio signal processing, supporting both real-time operation and wireless communication simulation entirely in software. The framework distinguishes itself

OpenWifi is an open-source implementation of the IEEE 802.11n wireless standard designed for programmable logic. It provides a software-defined radio platform and WiFi baseband processor that implements the physical and MAC layers on FPGA hardware, accompanied by a dedicated wireless driver and toolset for hardware control. The project is distinguished by its deep integration of signal analysis and telemetry, specifically through a framework for capturing channel state information and raw IQ samples. It enables high-precision packet timestamping and cross-layer correlation between physical la

Logicanalyzer is a digital logic analyzer and signal visualizer designed for capturing and analyzing high-speed digital signal transitions. It functions as a protocol decoder that translates raw digital signals into human-readable frames and operates as a network capture tool to acquire data remotely over TCP. The system is an extensible protocol analyzer, allowing the development of custom decoders and renderers for proprietary protocols through external libraries. It supports remote hardware capturing via WiFi and provides a mechanism to increase available digital channels through multi-dev

This project is an infrared communication library and hardware driver for Arduino microcontrollers. It provides the core systems necessary to send and receive infrared signals, acting as both a signal decoder that parses light pulses into structured addresses and commands, and a signal generator for transmitting codes. The library enables the capture of raw timing data to analyze unknown infrared protocols and recreate specific communication patterns. It supports the transmission of codes using predefined protocols, custom encoding schemes, or raw timing arrays. The system covers a broad ran

Serial Studio is a desktop application for connecting to, decoding, visualizing, and recording data from hardware devices over multiple communication protocols. It functions as an embedded device debugging toolkit that ingests live data from Serial, Bluetooth, CAN, Modbus, MQTT, and network sockets into a unified dashboard, while also serving as a programmatic automation platform with over 320 commands exposed over TCP, gRPC, and MCP for external control. The application distinguishes itself through a scriptable frame pipeline that routes incoming bytes through configurable detection, decodin

This project is a mobile network security auditor and IMSI catcher detector designed to identify fake base stations and surveillance hardware attempting to intercept mobile traffic. It functions as a radio interface analyzer and cellular tower mapping tool, monitoring connections to detect unauthorized network infrastructure. The system distinguishes itself by combining real-time threat level monitoring with the ability to identify silent SMS and stealth communications used for device tracking. It analyzes ciphering status to detect forced network downgrades to weaker encryption standards and

This project is an integrated software suite and graphical workbench designed for capturing, visualizing, and reverse engineering wireless communication protocols and digital waveforms. It functions as a platform for software-defined radio analysis, enabling the recording of raw radio frequency data from hardware devices to facilitate the investigation of unknown or proprietary communication logic. The software distinguishes itself through a protocol-agnostic data modeling approach that represents radio transmissions as abstract bitstreams, decoupling analysis tools from specific modulation o

ESP32-DIV is a handheld wireless pentesting platform designed for analyzing and disrupting a wide range of wireless protocols. It functions as a multi-band radio analyzer, RFID and NFC tag manipulator, and GPS wardriving logger, providing a unified interface for security auditing and signal research. The project distinguishes itself through a modular radio abstraction that allows switching between Wi-Fi, BLE, Sub-GHz, RFID/NFC, and infrared hardware modules. It features a touch-driven TFT interface for navigating toolsets and managing signal profiles, as well as the ability to emulate Bluetoo

Trape is a browser-based remote access tool and exploit framework designed for gathering device geolocation, hardware profiles, and network data. It functions as an open-source intelligence platform and a system for executing custom scripts and triggering browser vulnerabilities to capture credentials or monitor device activity. The project features a real-time geolocation tracker capable of retrieving precise physical coordinates and monitoring individual movement, including silent acquisition that bypasses standard location prompts. It further provides a network tunneling service to make lo

Dex is an OpenID Connect provider and identity federation proxy that translates authentication signals from various upstream sources into a unified OpenID Connect interface. It functions as a multi-protocol identity broker, enabling client applications to implement a single standard while delegating user verification to external identity providers. The project distinguishes itself through a pluggable connector architecture that bridges disparate protocols including LDAP, SAML, and OAuth2. It provides specific integrations for services such as GitHub, Google, GitLab, and Microsoft, while offer

Winston is a versatile logging library for Node.js designed to record system events and metadata. It functions as a multi-transport log manager that routes data to various destinations and a structured log formatter that transforms entries into JSON or plain text. The project is distinguished by its pluggable transport architecture, which decouples the logging interface from delivery mechanisms. This allows for the creation of custom transport extensions and the use of hierarchical logger instances to inherit configurations while attaching persistent metadata to downstream messages. The libr

This project is a learning guide and collection of study notes designed to teach Node.js backend development. It provides a comprehensive core API reference and practical demonstrations for implementing server-side logic, network programming, and system APIs. The guide specifically covers advanced technical domains including process management for scaling applications via clusters and child processes, as well as network programming for building TCP, UDP, and HTTP services. It also includes detailed instructional material on security implementation, focusing on cryptographic hashing and encryp

This project is a cross-platform mobile filesystem API that provides a native bridge for reading, writing, and organizing files and directories on iOS and Android devices. It serves as a native-module wrapper that maps JavaScript calls to native Java and Objective-C filesystem operations using asynchronous promises. The library includes a dedicated toolset for remote file transfers, enabling the downloading of files from URLs and the uploading of local content to remote servers with real-time progress tracking. It also provides a native device storage interface to access bundled application a

Logan is a cross-platform mobile logging framework that collects, stores, and uploads client-side logs from iOS, Android, Web, and Flutter environments for centralized debugging and analysis. It provides a complete pipeline from client-side log buffering and file-based local storage through to server-side ingestion and a visual browser for inspecting parsed logs. The system uses a structured binary protocol to encode log entries with content, type, timestamp, and thread metadata, enabling consistent parsing across platforms. A log receiving server handles uploaded files, while a web-based int

Zed is a terminal-based code editor built in Rust that provides a full-featured editing experience with familiar keybindings, mouse support, and multiple cursors. It runs entirely in the terminal while offering capabilities typically found in graphical editors, including split panes, a command palette, and integrated language server protocol support for real-time diagnostics, completions, go-to-definition, and code actions across multiple languages. The editor distinguishes itself through a plugin system that runs sandboxed TypeScript plugins in a QuickJS runtime, with an asynchronous bridge

This Android logging library is a toolkit for printing formatted, stylized, and filtered debug messages to the Android console and local files. It functions as a console log styler, a log file writer, and a formatter for converting complex data into human-readable text. The library provides specific utilities for customizing the visual appearance of logs by tracking thread information and call depth. It includes capabilities for converting JSON, XML, and collection data into readable formats and saving console entries to local files for offline analysis. The system covers broader log managem

This is an interactive Python tutorial delivered as a collection of Jupyter notebooks. It is designed as a structured learning path for beginners, teaching fundamental language concepts through a sequence of lessons that combine explanatory text with runnable code cells and embedded practice exercises. Each notebook is a self-contained unit that introduces a topic, demonstrates it with a minimal code example, and then asks the learner to write code themselves, receiving immediate feedback from the browser-based execution environment. The curriculum is built on a progressive concept-stacking mo

Wuzz is an interactive command line HTTP client and request inspector designed for capturing, reviewing, and analyzing outgoing network calls and their payloads. It functions as a terminal-based tool for debugging API issues and testing web endpoints. The tool provides specialized filtering for response bodies, using regular expressions and format-specific query syntaxes tailored for JSON and HTML data. It allows for the persistence of captured requests and responses to disk to facilitate the reproduction of network issues and offline analysis. User settings and default request behaviors are

jscamp is a full-stack web development and education project focused on mastering JavaScript, TypeScript, and AI integration. It provides a structured curriculum and interactive exercises covering language fundamentals, frontend engineering, and backend API development. The project distinguishes itself through the implementation of autonomous AI agents capable of complex task automation, such as modifying files, managing servers, and executing API calls. It includes advanced AI development tools for conversational querying, real-time code suggestions, and automated repository analysis to gene

docker-gen is a configuration generator that renders text templates into files using metadata retrieved from Docker containers. It functions as a service discovery tool and template-based orchestrator, mapping container state and environment variables to specific destination paths on a host machine's local storage. The tool automates the update of reverse proxy and service discovery settings in real time as containers are started, stopped, or renamed. It employs sequential template processing and helper functions to filter and sort container data, ensuring stable and consistent configuration

Apache JMeter is a Java-based performance testing tool and multi-protocol traffic simulator used to analyze the stability and scalability of servers and networks. It functions as a distributed load testing framework that coordinates remote worker nodes from a single controller to generate high volumes of concurrent traffic. The project is distinguished by its ability to simulate traffic across diverse backend systems, including HTTP, JDBC, LDAP, JMS, FTP, and TCP. It provides a headless command-line interface for automated execution and a reporting system that transforms raw sample logs into