A

AGPL3

Invisible infrastructure for Dracon developer workspaces: git sync, system guard, and warden encryption utilities.

OrpycaMCP — Free, AGPL-v3 Electronic Records & Document Management System (SGDEA) for Latin American institutions. A FastAPI microservices reimplementation of Orfeo, compliant with Colombian archival law and AI-ready via the Model Context Protocol (MCP).

Model Verification Layer is a modular system for evaluating, comparing, and validating the behavior of large language models using structured benchmarks, logic consistency checks, cross-model consensus analysis, and policy-aware constraints. It provides a transparent framework for understanding how different AI models perform under identical conditions, enabling more reliable model selection, safer deployment, and user-adaptive decision making. https://roxanneardary.com/model-verification-layer/

Mindora is an open-source AI tutor that delivers personalized, source-verified lessons across all subjects. With randomly generated AI mentors, interactive visualizations, and local real-world connections, every learning session is unique, engaging, and immersive. https://roxanneardary.com/mindora/

MindVault is an open modular knowledge infrastructure specification designed as the knowledge layer for autonomous AI systems. It provides a foundation for vector storage, semantic understanding, persistent memory, reasoning preservation, and intelligent retrieval, enabling AI agents and RAG systems to build, manage, and utilize long-term knowledge. https://roxanneardary.com/mindvault/

Econexus is an AI-driven modular incentive economy engine that transforms traditional pay-to-play systems into contribution-based ecosystems. It analyzes games and digital platforms, then redesigns their economic structures so that participation, engagement, and meaningful contributions are directly rewarded through configurable modules such as bounties, marketplaces, sponsor funding, and dynamic revenue sharing. https://roxanneardary.com/econexus/

MeshCore is a modular, privacy-first infrastructure for managing digital identity, credentials, and secure authentication data across devices. Built as an encrypted, self-hostable system under the AGPL 3.0+ license, it unifies passwords, API keys, secure notes, and identity records into a connected identity graph. Designed with a strict modular architecture, MeshCore supports extensible components for autofill, sync, intelligence, and plugin-based expansion while keeping all sensitive data encrypted and under user control. https://roxanneardary.com/meshcore/

CivicOS AI is an open-source AGPL-3.0+ AI operating system designed to unify automation, coordination, and intelligence across public and private systems. It provides a modular runtime for agents, workflows, and plugins, enabling organizations to build, deploy, and interconnect autonomous business and civic processes. Through its interoperable architecture, CivicOS AI turns complex operations into composable, auditable, and scalable intelligent systems. https://roxanneardary.com/civicos-ai/

ChangeCore is a content intelligence system that continuously improves web pages by detecting outdated information, tracking relevance shifts, and aligning content with real-world truth and evolving user intent. It combines multi-agent analysis, external data ingestion, and AI search visibility optimization to ensure content remains accurate, discoverable, and useful over time. https://roxanneardary.com/changecore/

Atlas Privacy Layer is an open-source geospatial privacy framework that enables programmable control over how satellite and map imagery is rendered, transformed, and protected at the tile level. It provides a modular pipeline for applying masking, scrambling, synthetic terrain replacement, and AI-assisted object detection to sensitive regions defined by user-controlled geofenced boundaries. Designed for self-hosted deployments under the AGPL-3.0+ license, Atlas acts as a privacy-aware intermediary between raw Earth data and mapping applications, giving developers fine-grained control over what is visible in spatial imagery systems. https://roxanneardary.com/atlas-privacy-layer/

Agility Ascension is an open-source dog agility training and competition simulation game designed for ages 5+. Players form a handler–dog team and progress through structured practice fields, distraction-heavy environments, advanced distance handling challenges, and competitive trials. The experience evolves from foundational skill-building into high-pressure performance scenarios shaped by the Leaf Module’s environmental effects and a modular progression system, ultimately leading into multiplayer global competition where teamwork, timing, and focus determine success. https://roxanneardary.com/agility-ascension/

SharedMind is a collective intelligence system that listens to humanity, identifies important problems, connects knowledge and experiences, and uses multi-agent analysis to uncover existing and new possibilities for solving what matters. https://roxanneardary.com/sharedmind/

Phonic is an open-source AI-powered call interception and communication intelligence system that automatically screens incoming calls, blocks robocalls, records and transcribes voicemails, and maintains a complete call log. Built with modern telephony, machine learning, and speech-to-text technologies, it acts as an intelligent privacy layer between users and the phone network, continuously learning to improve spam detection and call handling. https://roxanneardary.com/phonic/

Velora is a modular language intelligence platform designed for flexible, local, and extensible language processing. It brings together language understanding, generation, retrieval, document intelligence, workflows, model management, and optional capabilities through an adaptable architecture. https://roxanneardary.com/velora/

CompDesigner is an open-source specification for an AI-driven compensation design and optimization system that helps employers create lawful, tax-efficient compensation packages while maximizing employee economic value, benefits, wealth building, and compliance. https://roxanneardary.com/compdesigner/

Vantor is a deterministic capital routing system that converts explicit user-defined financial intent into structured, rule-validated execution instructions. It uses AI solely as a natural language parser and enforces a strict no-withdrawal, no-inference architecture where all allocations, schedules, and transactions must be explicitly defined, validated, and executed through approved deposit-only financial rails. https://roxanneardary.com/vantor/

TrustTip is a cross-platform, audit-grade tipping and attribution system that links every digital tip to its exact source content, reason, and structured financial record. It transforms informal online support into verifiable, exportable, and compliance-ready data for creators, supporters, and platforms, enabling transparent tracking of digital value across the internet. https://roxanneardary.com/trusttip/

QuantumSettle is an AGPL 3.0+ open-source AI financial operating system designed to deliver stable, denomination-guaranteed value transfer across volatile global markets. It combines real-time crypto and fiat conversion, intelligent liquidity routing, autonomous treasury management, and self-healing infrastructure into a unified settlement layer. Instead of relying on static exchange pricing, QuantumSettle uses AI-driven decision systems to continuously optimize execution timing, spreads, and routing to ensure users receive precise target value under changing market conditions. https://roxanneardary.com/quantumsettle/

PayTerrain is an open-source platform that helps businesses and freelancers track real wages, adjust for regional cost-of-living differences, and benchmark pay against public datasets. With transparent analytics, visualizations, and reporting, it ensures fair and equitable compensation across every region. https://roxanneardary.com/payterrain/

JubileeLoan is a deterministic financing specification for refinancing school loans that have exceeded 15 years in repayment. It applies a one-time 1% interest charge to the total refinanced loan balance, preserves the borrower's existing monthly payment, and limits repayment to 10 years, with any remaining eligible balance permanently extinguished through a mandatory debt jubilee. https://roxanneardary.com/jubileeloan/