Showing 810 open source projects for "concept"

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  • 1
    xiaohongshu-mcp

    xiaohongshu-mcp

    MCP for xiaohongshu.com

    ...It’s packaged so MCP-capable clients (e.g., Claude Desktop, Cursor) can discover its tools via schemas instead of prompt guesswork, which improves reliability and reduces brittle automation. The repo highlights a growing community and provides links to a hosted landing page, signaling that the server is intended for practical use beyond a proof of concept. By exposing typed resources and procedures, it enables repeatable, auditable automation in social workflows where UI changes are frequent.
    Downloads: 70 This Week
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  • 2
    Kanata

    Kanata

    Improve keyboard comfort and usability with advanced customization

    This is a cross-platform software keyboard remapper for Linux, macOS, and Windows. Improve your keyboard comfort. What Kanata allows you to do is take this alternate layer concept that Shift keys have and apply it to any key. You can then customize what those layers do to suit your exact needs and workflows. Running Kanata currently does not start it in a background process. You will need to keep the window that starts Kanata running to keep Kanata active.
    Downloads: 30 This Week
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  • 3
    Dream Textures

    Dream Textures

    Stable Diffusion built-in to Blender

    Create textures, concept art, background assets, and more with a simple text prompt. Use the 'Seamless' option to create textures that tile perfectly with no visible seam. Texture entire scenes with 'Project Dream Texture' and depth to image. Re-style animations with the Cycles render pass. Run the models on your machine to iterate without slowdowns from a service.
    Downloads: 5 This Week
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  • 4
    mvnd

    mvnd

    Apache Maven Daemon

    Apache Maven is a software project management and comprehension tool. Based on the concept of a project object model (POM), Maven can manage a project's build, reporting and documentation from a central piece of information.
    Downloads: 9 This Week
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  • 5
    caveman

    caveman

    Why use many token when few token do trick

    ...Caveman embraces a philosophy of “less is more,” encouraging developers to focus on core functionality rather than framework overhead. Its design makes it particularly useful for experimentation, small tools, or proof-of-concept applications.
    Downloads: 19 This Week
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  • 6
    Claude Canvas

    Claude Canvas

    Give Claude Code an external monitor

    ...Rather than limiting interactions to text prompts and responses, Claude-Canvas uses tools like tmux to spawn multiple split panes so that you can see persistent interfaces for tasks that benefit from visual context, making your CL-based AI coding workspace feel more like a rich interactive environment. It acts as a proof-of-concept that bridges traditional command-line AI interactions with more dynamic terminal user interfaces, enabling developers to craft more immersive and contextually rich workflows without leaving their development terminal.
    Downloads: 0 This Week
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  • 7
    Thoth

    Thoth

    Thoth - Personal AI Sovereignty. A local-first AI assistant

    Thoth is an AI-driven system designed to support advanced reasoning, knowledge processing, or agentic workflows, likely inspired by the concept of structured intelligence and decision-making. It focuses on organizing and synthesizing information in a way that enables deeper insights and more autonomous behavior. The project may incorporate LLMs, data pipelines, and modular components to handle complex tasks such as reasoning, planning, or knowledge retrieval. Its architecture likely emphasizes extensibility, allowing developers to customize workflows or integrate external tools. ...
    Downloads: 19 This Week
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  • 8
    Kiro

    Kiro

    Kiro is an agentic IDE that works alongside you from prototype

    ...Unlike traditional AI coding assistants that rely heavily on ad hoc prompts, Kiro transforms natural language input into formalized requirements, architectural plans, and step-by-step implementation tasks, ensuring clarity and maintainability throughout the development lifecycle. It introduces the concept of “specs,” which act as executable documentation that defines system behavior, constraints, and acceptance criteria, allowing developers to guide AI agents more precisely. Kiro also incorporates event-driven automation through “hooks,” enabling AI agents to perform tasks such as generating tests, updating documentation, or optimizing code whenever specific development events occur.
    Downloads: 19 This Week
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  • 9
    Marble Skill Taxonomy

    Marble Skill Taxonomy

    Structured taxonomy of what children learn across the primary years

    ...Each topic includes subject, domain, age range, description, evidence criteria, assessment prompt, and stable identifiers. The dataset also defines prerequisite relationships, so developers can trace what a learner should master before a concept. It aligns micro-topics to national curriculum standards such as NGSS, Common Core, and the UK National Curriculum. It is useful for learning platforms, curriculum tools, tutoring systems, assessment products, and education research projects.
    Downloads: 14 This Week
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  • 10
    Operator Lifecycle Manager

    Operator Lifecycle Manager

    A management framework for extending Kubernetes with Operators

    ...Kubernetes clusters are being kept up to date using elaborate update mechanisms today, more often automatically and in the background. Operators, being cluster extensions, should follow that. OLM has a concept of catalogs from which Operators are available to install and keep up to date. In this model, OLM allows maintainers granular authoring of the update path and gives commercial vendors a flexible publishing mechanism using channels.
    Downloads: 17 This Week
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  • 11
    Atomic Agents

    Atomic Agents

    Building AI agents, atomically

    The Atomic Agents framework is designed around the concept of atomicity to be an extremely lightweight and modular framework for building Agentic AI pipelines and applications without sacrificing developer experience and maintainability. The framework provides a set of tools and agents that can be combined to create powerful applications. It is built on top of Instructor and leverages the power of Pydantic for data and schema validation and serialization.
    Downloads: 12 This Week
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  • 12
    thc-hydra

    thc-hydra

    Shows how easy it would be to gain unauthorized access to a system

    Number one of the biggest security holes are passwords, as every password security study shows. This tool is a proof of concept code, to give researchers and security consultants the possibility to show how easy it would be to gain unauthorized access from remote to a system. There are already several login hacker tools available, however, none does either support more than one protocol to attack or support parallelized connects. It was tested to compile cleanly on Linux, Windows/Cygwin, Solaris, FreeBSD/OpenBSD, QNX (Blackberry 10) and MacOS. ...
    Downloads: 54 This Week
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  • 13
    Cloud Torrent

    Cloud Torrent

    Cloud Torrent, a self-hosted remote torrent client

    ...It will be capable of transfering files from and source file-system to any destination file-system. A torrent can be viewed a folder with files, just like your local disk, and Dropbox. As long as it has a concept of files and folders, it could potentially be a cloud-torrent file-system backend. During a file tranfer, one could apply different transforms against the byte stream for various effect.
    Downloads: 20 This Week
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  • 14
    Text2Code for Jupyter notebook

    Text2Code for Jupyter notebook

    A proof-of-concept jupyter extension which converts english queries

    Text2Code for Jupyter notebook project is a proof-of-concept extension for Jupyter Notebook that allows users to generate Python code directly from natural language queries written in English. The tool is designed to simplify data analysis workflows by enabling users to describe their intended operation in plain language instead of manually writing code. When a user enters a textual command, the extension interprets the request and generates a corresponding Python code snippet that can be inserted into the notebook and executed automatically. ...
    Downloads: 0 This Week
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  • 15
    Deep Search Agent

    Deep Search Agent

    Implement a concise and clear Deep Search Agent from 0

    ...It typically combines reasoning, retrieval, and iterative refinement so the agent can break down questions, gather evidence, and synthesize structured outputs. The project is positioned primarily as a proof of concept for deep research agents rather than a production-ready system. Its architecture highlights agent loops, tool calling, and stepwise execution, which are increasingly important patterns in modern AI automation. Overall, the demo serves as a practical reference for developers exploring autonomous research agents and multi-tool LLM orchestration.
    Downloads: 0 This Week
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  • 16
    DeepTutor

    DeepTutor

    AI-Powered Personalized Learning Assistant

    DeepTutor is an AI-powered tutoring and learning assistant framework designed to automatically teach, explain, and reinforce academic or technical concepts in depth according to a learner’s specific needs. It goes beyond simple Q&A by constructing multi-stage educational narratives, breaking down complex topics into sequenced “lesson steps,” and offering prompts, examples, and exercises that build on each other in a logical curriculum. The core architecture combines LLM-based reasoning with...
    Downloads: 13 This Week
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  • 17
    SiYuan

    SiYuan

    Build your eternal digital garden

    SiYuan is a local-first personal knowledge management system that supports complete offline use, as well as end-to-end encrypted synchronization. Fuse blocks, outlines, and bidirectional links to build your eternal digital garden. SiYuan, the only important core concept is Content block. The content block can be formed through the formatting format, so that we can organize our thoughts and knowledge at the block-level granularity, and it is also convenient for reading and outputting long content. Built-in 20+ types of block-level elements and 10+ span-level elements. Rich elements meet common typesetting needs, and more specialized needs can be extended through widget blocks. ...
    Downloads: 39 This Week
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  • 18
    DarkFlare

    DarkFlare

    DarkFlare Firewall Piercing (TCP over CDN)

    DarkFlare is a tunneling utility that moves TCP traffic through HTTPS-looking requests routed across CDN-style infrastructure. It is designed for situations where direct TCP connections are restricted but outbound HTTPS traffic is still permitted. The project presents itself as a firewall-piercing tool, so it is best suited for authorized testing, private infrastructure access, or controlled research environments. Its approach focuses on making tunneled traffic resemble ordinary web traffic...
    Downloads: 7 This Week
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  • 19
    Yampa

    Yampa

    Functional Reactive Programming domain-specific language

    Yampa is a Functional Reactive Programming (FRP) library for Haskell, specifically designed for modeling hybrid systems that involve both continuous and discrete time behaviors, such as games, simulations, robotics, and reactive systems. Based on the concept of signal functions, Yampa offers a declarative way to model time-varying values and their transformations, making it easier to manage complex time-based logic without resorting to imperative state management. It is grounded in strong mathematical foundations and is well-suited for real-time and interactive systems where temporal behaviors are central.
    Downloads: 7 This Week
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  • 20
    MusicFreeDesktop

    MusicFreeDesktop

    Plug-in, customized, ad-free free music player

    ...Additional features such as multi-selection in playlists and configurable playback behavior improve usability. Overall, MusicFreeDesktop extends the modular music player concept to desktop platforms with a focus on customization and user control.
    Downloads: 17 This Week
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  • 21
    k3s in docker

    k3s in docker

    Little helper to run CNCF's k3s in Docker

    k3d is a lightweight wrapper to run k3s (Rancher Lab’s minimal Kubernetes distribution) in docker. k3d makes it very easy to create single- and multi-node k3s clusters in docker, e.g. for local development on Kubernetes. Note: k3d is a community-driven project but it’s not an official Rancher (SUSE) product. Sponsoring: To spend any significant amount of time improving k3d, we rely on sponsorships. k3d creates containerized k3s clusters. This means, that you can spin up a multi-node k3s...
    Downloads: 6 This Week
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  • 22
    HyperFrames

    HyperFrames

    Write HTML. Render video. Built for agents

    HyperFrames is a framework developed by HeyGen that focuses on generating and managing structured, dynamic content experiences powered by AI. It introduces the concept of “frames,” which represent modular units of content that can be dynamically composed and rendered based on context or user interaction. The system is designed to enable highly interactive and personalized experiences, particularly in applications such as video generation, storytelling, and user interfaces. It supports integration with AI models to generate or modify content within these frames, allowing real-time adaptation. ...
    Downloads: 9 This Week
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  • 23
    Perceval

    Perceval

    An open source framework for programming photonic quantum computers

    ...It aims to be a companion tool for developing photonic circuits – for simulating and optimizing their design, modeling both the ideal and realistic behaviors, and proposing a normalized interface to control them through the concept of backends.
    Downloads: 9 This Week
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  • 24
    Devise

    Devise

    Flexible authentication solution for Rails with Warden

    Devise is a flexible authentication solution for Rails that is based on Warden, a general Rack authentication framework. It is a complete MVC solution based on Rails engines that lets you have several models signed in at the same time. It consists of 10 modules: 1. Authenticatable Module, responsible for password hashing and validating user authenticity when signing in 2. Omniauthable adds OmniAuth support 3. Confirmable is responsible for verifying if an account is already confirmed...
    Downloads: 9 This Week
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  • 25
    Thaw

    Thaw

    Menu bar manager for macOS 26

    Thaw is a macOS menu bar management app focused on hiding, showing, and organizing menu bar items, with the broader goal of being a versatile customization toolkit rather than a single-purpose hider. It is a fork of the Ice project created to keep the concept actively maintained, fix bugs, and stay compatible with the latest macOS releases, especially newer versions where menu bar behavior and APIs have changed. At its core, Thaw provides multiple ways to reveal hidden items (hover, click empty space, scroll or swipe) and can automatically rehide items to keep the menu bar clean without constant manual toggling. ...
    Downloads: 20 This Week
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