Showing 32 open source projects for "protocol test harness"

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  • 1
    Browser Harness

    Browser Harness

    Self-healing browser harness that enables LLMs to complete any task

    Browser Harness is a self-healing browser control system built to give language models direct and flexible access to a real Chrome browser through the Chrome DevTools Protocol. Its main philosophy is minimalism: instead of imposing a rigid framework, it exposes a very thin bridge so the agent can perform browser tasks with almost no abstraction in the way.
    Downloads: 17 This Week
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  • 2
    Defending Code Reference Harness

    Defending Code Reference Harness

    Skills for threat modeling, scanning, triage, patching, etc.

    Defending Code Reference Harness is a reference implementation for autonomous vulnerability discovery and remediation with Claude. It is designed for security teams that want a structured way to test, triage, and patch software issues with agent support. The project includes skills for threat modeling, scanning, triage, patching, and customizable autonomous analysis workflows.
    Downloads: 0 This Week
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  • 3
    Universal Commerce Protocol

    Universal Commerce Protocol

    Specification and documentation for the Universal Commerce Protocol

    ...UCP also supports reference implementations and samples so teams can validate behaviors, build clients, and test interoperability in realistic scenarios.
    Downloads: 2 This Week
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  • 4
    Reef

    Reef

    Continual learning infra for self-improving agents

    ...Reef also supports test-time learning scenarios where measurable task outcomes can drive iterative improvement.
    Downloads: 0 This Week
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    MongoDB Atlas runs apps anywhere

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  • 5
    AutoAgent AI

    AutoAgent AI

    Autonomous harness engineering

    AutoAgent is an experimental AI framework focused on autonomous agent engineering, where a meta-agent iteratively improves another agent’s architecture without direct human intervention. Instead of manually tuning prompts or workflows, developers define high-level goals in a configuration file, and the system continuously modifies its own tools, orchestration, and logic based on benchmark performance. It operates through a loop of testing, analyzing failures, and refining the agent’s...
    Downloads: 0 This Week
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  • 6
    ASSERT

    ASSERT

    Requirement-driven evaluation harness for AI agents and LLM

    ASSERT is a requirement-driven evaluation harness for AI agents and LLM applications. It turns natural-language specifications, policies, product requirements, and launch criteria into structured tests that can be reviewed, executed, scored, and improved. The pipeline derives behavior categories, generates single-turn and multi-turn test cases, runs them against a target system, and uses an LLM judge to score conversations against the stated policies.
    Downloads: 0 This Week
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  • 7
    Harvey LAB

    Harvey LAB

    A benchmark built to evaluate and improve agent capabilities

    Harvey LAB is an open-source benchmark for evaluating how effectively AI agents perform realistic legal work. It combines a dataset of legal assignments with an execution harness that runs agents against those tasks. Each benchmark task includes instructions, working documents, and rubrics that define successful completion. The environment is designed to test practical legal workflows rather than isolated question-answering ability. Evaluation tools score agent outputs and support reports and comparative experiment runs. ...
    Downloads: 1 This Week
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  • 8
    Sippts

    Sippts

    Set of tools to audit SIP based VoIP Systems

    Sippts is a set of tools to audit VoIP servers and devices using SIP protocol. Sippts is programmed in Python and it allows us to check the security of a VoIP server using SIP protocol. You can freely use, modify and distribute. If modified, please put a reference to this site. Most security tools can be used for illegal purposes, but the purpose of this tool is to check the security of your own servers and not to use to do bad things. I am not responsible for the misuse of this tool. Sippts...
    Downloads: 5 This Week
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  • 9
    Testinfra

    Testinfra

    Testinfra test your infrastructures

    With Testinfra you can write unit tests in Python to test the actual state of your servers configured by management tools like Salt, Ansible, Puppet, Chef and so on. Testinfra aims to be a Serverspec equivalent in python and is written as a plugin to the powerful Pytest test engine. By default Testinfra launches tests on the local machines, but you can also test remotes systems using paramiko.
    Downloads: 1 This Week
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    Build Securely on Azure with Proven Frameworks

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  • 10
    FlowLens MCP

    FlowLens MCP

    Open-source MCP server that gives your coding agent

    FlowLens MCP Server is an open-source tool designed to give AI-powered coding agents (like Claude Code, Cursor, GitHub Copilot / Codex, and others) full, replayable browser context to dramatically improve debugging, bug reporting, and regression testing for web applications. It works together with a companion browser extension: when a user reproduces a bug or a complicated UI interaction, the extension captures a rich session log, including screen/video recording, network traffic, console...
    Downloads: 0 This Week
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  • 11
    OSS-Fuzz Gen

    OSS-Fuzz Gen

    LLM powered fuzzing via OSS-Fuzz

    OSS-Fuzz-Gen is a companion project that helps automatically create or improve fuzz targets for open-source codebases, aiming to increase coverage in OSS-Fuzz with minimal maintainer effort. It analyses a library’s APIs, examples, and tests to propose harnesses that exercise parsers, decoders, or protocol handlers—precisely the code where fuzzing pays off. The system integrates with modern LLM-assisted workflows to draft harness code and then iterates based on build errors or low coverage signals. Importantly, it aligns with OSS-Fuzz conventions, generating corpus seeds, build rules, and sanitizer settings so projects can plug in quickly. ...
    Downloads: 0 This Week
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  • 12
    BIG-bench

    BIG-bench

    Beyond the Imitation Game collaborative benchmark for measuring

    BIG-bench (Beyond the Imitation Game Benchmark) is a large, collaborative benchmark suite designed to probe the capabilities and limitations of large language models across hundreds of diverse tasks. Rather than focusing on a single metric or domain, it aggregates many hand-authored tasks that test reasoning, commonsense, math, linguistics, ethics, and creativity. Tasks are intentionally heterogeneous: some are multiple-choice with exact scoring, others are free-form generation judged by model-based or human evaluation. The suite provides a common JSON task format and an evaluation harness so research groups can contribute new tasks and reproduce results consistently. ...
    Downloads: 0 This Week
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  • 13
    CodeContests

    CodeContests

    Large dataset of coding contests designed for AI and ML model training

    ...CodeContests aggregates problems and human-written solutions from multiple programming competition platforms, including AtCoder, Codeforces, CodeChef, Aizu, and HackerEarth. Each problem includes structured metadata, problem descriptions, paired input/output test cases, and multiple correct and incorrect solutions in various programming languages. The dataset is distributed in Riegeli format using Protocol Buffers, with separate training, validation, and test splits for reproducible machine learning experiments.
    Downloads: 0 This Week
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  • 14
    Rdbtools

    Rdbtools

    Parse Redis dump.rdb files, Analyze Memory, and Export Data to JSON

    Rdbtools is a parser for Redis' dump.rdb files. The parser generates events similar to an XML sax parser and is very efficient memory-wise. Rdbtools is written in Python, though there are similar projects in other languages. Every run of RDB Tool requires to specify a command to indicate what should be done with the parsed RDB data. Valid commands are JSON, diff, justkeys, justkeyvals and protocol. The JSON command output is UTF-8 encoded JSON. By default, the callback try to parse RDB data...
    Downloads: 1 This Week
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  • 15
    Torchreid

    Torchreid

    Deep learning person re-identification in PyTorch

    Torchreid is a library for deep-learning person re-identification, written in PyTorch and developed for our ICCV’19 project, Omni-Scale Feature Learning for Person Re-Identification. In "deep-person-reid/scripts/", we provide a unified interface to train and test a model. See "scripts/main.py" and "scripts/default_config.py" for more details. The folder "configs/" contains some predefined configs which you can use as a starting point. The code will automatically (download and) load the...
    Downloads: 0 This Week
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  • 16
    LearningToCompare_FSL

    LearningToCompare_FSL

    Learning to Compare: Relation Network for Few-Shot Learning

    ...The repository provides training and evaluation code for standard few-shot benchmarks such as miniImageNet and Omniglot, making it possible to reproduce the experimental results reported in the paper. It includes model definitions, data loading logic, episodic training loops, and scripts that implement the N-way K-shot evaluation protocol common in few-shot research. Researchers can use this codebase as a starting point to test new ideas, modify relation modules, or transfer the approach to new datasets.
    Downloads: 0 This Week
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  • 17
    Python ADB

    Python ADB

    Python ADB + Fastboot implementation

    python-adb provides a pure-Python implementation of the Android Debug Bridge protocol so you can script Android devices without depending on the platform adb binary. It exposes high-level helpers for device discovery, shell commands, file push/pull, port forwarding, and log collection, making it easy to build automation around phones and emulators. Under the hood it speaks the ADB protocol directly and can connect via USB or over TCP, which is useful for lab setups and headless servers. ...
    Downloads: 9 This Week
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  • 18
    EvalAI

    EvalAI

    Evaluating state of the art in AI

    EvalAI is an open-source platform for evaluating and comparing machine learning (ML) and artificial intelligence (AI) algorithms at scale. We allow the creation of an arbitrary number of evaluation phases and dataset splits, compatibility using any programming language, and organizing results in both public and private leaderboards. Certain large-scale challenges need special computing capabilities for evaluation. If the challenge needs extra computational power, challenge organizers can...
    Downloads: 0 This Week
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  • 19

    LLDP Generator

    The project is a valid Link Layer Discovery Protocol frame generator

    This project represents a LLDP frame generator. Based on Command Line commands, users can issue different LLDP frames containing different TLVs. The ussage mode is a combination between a classic CLI command(e.g. ping, traceroute) and a command issued on a Cisco device where the user can interogate everytime the application for possible commands. The purpose of this project is to test the behavior of different LLDP agents in difficult situations. Based on this application, mutiple...
    Downloads: 0 This Week
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  • 20
    Robot Framework FTP Library

    Robot Framework FTP Library

    FTP client for Robot Framework

    SOURCE CODE MOVED TO https://github.com/kowalpy/Robot-Framework-FTP-Library . NEW RELEASES WILL APPEAR ONLY AT GITHUB AND PYPI. This Python library makes it possible to test or use FTP server using Robot Framework keywords. Together with the library, there are also available project example and keywords documentation created by libdoc. This sourceforge webpage is linked from http://robotframework.org/#test-libraries as external library so it can be considered as the official Robot...
    Downloads: 0 This Week
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  • 21

    acp245

    ACP245 Suite: Brazil Telematics protocol implementation

    This "suite" includes a portable reference implementation and testing tools for ACP245, the automotive Telematics protocol defined by Brazil government. see: http://www.denatran.gov.br/simrav/simrav.asp
    Downloads: 0 This Week
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  • 22
    3Tpy - Telnet Testing Tool

    3Tpy - Telnet Testing Tool

    GUI based tool for running tests or configuration via telnet protocol

    3Tpy - Telnet Testing Tool is a simple Python application which main purpose is creation and execution of tests or configuration over telnet protocol. 3Tpy is released under GNU GPLv3 license. It requires Python 3.2.3 or higher. Application can be started in gui and non-gui mode. For details please read wiki.
    Downloads: 0 This Week
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  • 23

    Moihack Port-Flooder

    A simple TCP/UDP Port Flooder written in Python.

    This is a simple Port Flooder written in Python 3.2 Use this tool to quickly stress test your network devices and measure your router's or server's load. Features are available in features section below. Moihack DoS Attack Tool was the name of the 1st version of the program. Moihack Port-Flooder is the Reloaded Version of the program with major code rewrite and changes. Code is much smaller in size now - from about 130 pure lines of codes to 35 lines only. To run it you must...
    Downloads: 4 This Week
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  • 24
    MBLogic
    Complete manufacturing automation platform for factory and process equipment. It includes multi-protocol communications (including Modbus/TCP), PLC soft logic, HMI, and tools for troubleshooting and installation in 4 comprehensive packages.
    Downloads: 5 This Week
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  • 25
    Basic Experimenter
    Wizard-like software to run experimental procedures (at large). Each step of the procedure is a file (document, on-line form, checklist, video, program... ). Experimental data and documents are backuped together. NEW: templates of procedures
    Downloads: 0 This Week
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