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n8n is a workflow automation platform that combines a visual interface with code-based extensibility to design, orchestrate, and manage automated processes. It provides a comprehensive suite of tools for data transformation, filtering, and storage, allowing users to build complex logic through conditional branching, looping, and sub-workflow execution. The platform supports both pre-built integration nodes and custom code execution in JavaScript or Python, enabling connectivity with a wide range of external services and APIs. The platform includes a suite of generative AI capabilities, such a

FastMCP is a Python framework designed for building servers that expose functions, resources, and prompts to AI models using the Model Context Protocol. It simplifies the development process by automatically deriving tool metadata, input schemas, and documentation directly from Python function signatures and type hints. The framework provides a unified container for managing these components, allowing developers to build modular applications that integrate seamlessly with AI assistants. The project distinguishes itself through its support for interactive, server-defined user interface compone

Espanso is a cross-platform text expander and desktop automation tool that monitors system-wide keystrokes to replace short trigger keywords with longer text blocks, images, or dynamic script outputs. It functions as a background service, enabling users to automate repetitive typing tasks across any application on their local system. The tool distinguishes itself through context-aware automation, which allows users to define specific rules that enable or disable expansion behavior based on the currently active window. It also features a centralized package management system for organizing and

This project is a self-hosted, cross-platform instant messaging platform featuring a Go backend and a protobuf-based messaging server. It provides a unified communication suite with native clients for iOS, Android, and web, utilizing gRPC and Protocol Buffers for efficient data exchange. The system is distinguished by an extensible chatbot framework that allows for the integration of automated bots and plugins via standardized service interfaces. It supports high-availability clustering with sharded load distribution and a pluggable database backend to ensure reliability and flexible data per

Tig is a terminal-based interface for version control systems that functions as an interactive visual layer over standard command-line operations. It provides a text-based environment for navigating commit history, managing staging areas, and inspecting file changes directly within the terminal. By utilizing a split-view layout, the application allows users to view logs, diffs, and status information simultaneously for efficient code analysis. The tool distinguishes itself through a state-driven navigation model that processes piped output from version control utilities into structured, color

This project provides a TypeScript software development kit for the Model Context Protocol, a standard designed to facilitate bidirectional communication between AI applications and external data sources or tools. It serves as a foundational framework for building both clients and servers, enabling language models to interact with external systems through a unified, decoupled interface. The SDK distinguishes itself by implementing a transport-agnostic connection layer that supports both local standard input-output streams and remote HTTP endpoints. It utilizes a JSON-RPC message bus to manage

Centrifugo is a self-hosted real-time messaging server that provides infrastructure for scalable notifications, a publish-subscribe message broker, and a language-agnostic WebSocket gateway. It allows for the delivery of instant messages and data streams to concurrent users via WebSockets and Server-Sent Events. The system functions as a communication layer that separates network transport from backend business logic. It supports distributed messaging clusters using Redis for coordination of presence and message delivery across multiple server nodes. The project covers channel subscription m

Invoice Ninja is a professional billing and invoicing platform designed for managing clients, projects, and financial records. It serves as a multi-currency billing system and time tracker available as both a cloud-based application and a self-hosted suite. The platform distinguishes itself through comprehensive support for regional taxes, diverse currency formats, and automated exchange rate updates. It includes dedicated cross-platform mobile and desktop applications to manage business data across different operating systems. The software covers the end-to-end financial lifecycle, includin

Runtipi is a home server dashboard and orchestration tool designed for deploying and managing containerized applications. It provides a web-based interface for discovering and installing software from a curated app store, utilizing a Docker Compose orchestrator to handle the deployment of self-hosted services. The system integrates a reverse proxy and SSL manager to route external traffic to internal containers, automating HTTPS certificate renewal and domain assignment. It also features a built-in backup and update manager that uses cron-based scheduling to perform automatic security patchin

OctoPrint is a web-based platform for remotely controlling and monitoring 3D printers. It provides a browser dashboard to start, pause, cancel, and track print jobs, while streaming real-time printer status, temperature, and progress updates. The system is built around a plugin-based architecture that allows extending core functionality, and it offers a documented REST API for programmatic printer control and data management. The platform distinguishes itself through its comprehensive automation and extensibility capabilities. It supports event-driven workflows that automatically execute cust

This project is a self-hosted cloud storage server and content collaboration platform implemented as a PHP web application framework. It functions as a centralized server for storing, synchronizing, and sharing files and data across multiple devices. The system operates as a WebDAV file server and a synchronization server for scheduling and contact information using CalDAV and CardDAV protocols. It features a plugin architecture that allows the server to be extended with additional applications and custom features. The platform provides capabilities for user and group access management, exte

Javalin is a lightweight web framework for Java and Kotlin designed for building REST APIs and web applications. It functions as an embedded Jetty web server, allowing applications to run as standalone processes without the need for an external servlet container. The project provides specialized frameworks for diverse communication patterns, including a REST API framework with automatic OpenAPI schema generation, a GraphQL API framework with query and mutation resolvers, and a WebSocket server for bidirectional real-time communication. It also includes a dedicated framework for pushing real-t

Execa is a promise-based process execution library that serves as a wrapper for the Node.js child process module. It functions as a shell command runner and subprocess management tool, simplifying the execution of external commands and binaries. The library distinguishes itself through automatic argument escaping to prevent shell injection and the use of abort signals for graceful process termination. It also provides an inter-process communication wrapper for exchanging structured JSON data and messages between parent and child processes. Its capabilities cover a broad range of process I/O

Symfony Process is a PHP library for executing external commands in separate operating-system processes with full lifecycle control. It provides a cross-platform command executor that handles OS-specific argument escaping and process management, enabling portable subprocess execution from PHP applications. The library supports both synchronous and asynchronous process execution, allowing background subprocesses to run independently while the main PHP script continues. It includes executable path resolution to locate system commands across standard search directories, stream-based I/O pipes fo

The Lounge is a self-hosted, web-based IRC client that functions as a persistent bouncer replacement, keeping users connected to IRC servers even when their browser is closed or device is offline. It runs as a Node.js backend with a WebSocket bridge that relays IRC events and commands between the server and browser, and includes a built-in HTTP and HTTPS server for direct TLS termination without an external reverse proxy. The client supports multiple user accounts on a shared server installation, with LDAP authentication for credential validation. It maintains persistent server-side IRC conne

Ce projet est une collection de scripts et de fichiers de configuration conçus pour automatiser le déploiement d'outils de développement, d'outils Big Data et de dotfiles système. Il sert de système de provisionnement pour installer des langages, des outils d'analyse de données et des dépendances système à travers diverses piles technologiques. La suite fournit une automatisation spécialisée pour l'onboarding des développeurs macOS et la configuration de flux de travail de science des données en Python. Elle inclut des installateurs dédiés pour des moteurs de traitement distribué comme Spark et Hadoop, ainsi que des environnements pour le développement web et mobile. Le système couvre un large éventail de capacités, incluant la personnalisation de l'environnement shell, la configuration d'éditeurs de texte et de contrôle de version, et la gestion d'environnements virtuels isolés. Il fournit également une variété d'utilitaires en ligne de commande pour la gestion de fichiers, les recherches réseau et l'orchestration des dépendances système.

immich-go is a command-line tool for managing a self-hosted Immich photo server. It provides direct utilities for inspecting server state, uploading photos and videos, and performing server-side maintenance tasks like duplicate detection and photo stacking, all without requiring a web interface. The tool distinguishes itself through its ability to process Google Takeout archives, extracting photos, videos, and album structure while preserving original metadata including GPS location and capture dates. It also offers a concurrent upload pipeline that balances throughput to avoid overwhelming t

Connexion is a specification-driven framework for building APIs that automatically maps OpenAPI specifications to application logic. It uses these specifications to automate routing, request validation, and response serialization, linking API operations to backend handler functions via operation IDs. The project differentiates itself by providing a schema-driven mock server that simulates API behavior using example responses from the specification without requiring backend logic. It also includes a dynamic documentation hosting system that translates the API specification into a live interact

BaoTa is a web-based Linux server control panel and system administration dashboard designed for managing hosting environments and system resources. It provides a graphical interface to translate administrative actions into system-level configurations, allowing users to manage Linux servers and web hosting stacks without relying solely on the command line. The platform distinguishes itself through AI-driven server operations, utilizing artificial intelligence for performance analysis and the execution of maintenance tasks via natural language commands. It supports multi-node orchestration, en

Ce projet est un framework de service de modèles PyTorch conçu pour déployer et mettre à l'échelle des modèles de machine learning en production via des endpoints réseau évolutifs. Il fonctionne comme un serveur d'inférence haute performance, un optimiseur et un gestionnaire de cycle de vie de modèle qui gère le chargement des modèles, le batching des requêtes et l'accélération matérielle. Le système se distingue par des capacités avancées d'orchestration et d'optimisation, telles que le chaînage de plusieurs modèles dans des workflows séquentiels utilisant des graphes d'exécution et l'utilisation du batching dynamique pour améliorer le débit et la latence. Il offre un support spécialisé pour l'IA générative et les grands modèles de langage (LLM) grâce au batching continu et au parallélisme de tenseurs. Les domaines de capacités étendus incluent la gestion des ressources GPU sur divers matériels comme NVIDIA, AMD et Apple Silicon, ainsi qu'une gestion complète du cycle de vie des modèles pour l'enregistrement, le versioning et la mise à l'échelle des workers. Il intègre également des outils d'observabilité pour suivre la santé du système et les performances des modèles via des métriques compatibles Prometheus. Le serveur est géré via une interface de ligne de commande utilisée pour le contrôle du cycle de vie et la configuration des paramètres d'exécution.