All repositories

Every public repository in the ncz-os group on GitLab, grouped by project.

Each line shows the repository's own description from GitLab. Where a repository has none, only its name is shown. Each repository has its own licence; see its page.

NCZ-OS

Project page: NCZ-OS

Installer and image builders

• cix-installerNCZ-OS: Debian for Arm64 (CIX Sky1) and AMD64 (Intel/AMD PCs and Apple T2 Macs) with working GPU, VPU and NPU drivers. Image builder and installer.
• cix-genReproducible nclawzero distro builder for Cix Sky1 / MS-R1

Kernels

• linux-cix
• linux-t2-nczLinux 7.3.0-rc7-t2-ncz (Apple T2 MacBook Pro) kernel: complete corresponding source for NCZ-OS (patch series, config, build script). GPL-2.0.

Yocto layer

• meta-cixYocto BSP layer for nclawzero on Cix Sky1 / Minisforum MS-R1

Packaging and distribution core

• debsDebian/apt packaging for the nclawzero distribution.
• distro-coreNCZ Distribution Core

Desktop pieces

• chromium-ncz-sky1NCZ-OS Chromium build for CIX Sky1 (arm64): build harness + NCZ patch series (V4L2-M2M hw decode/encode, non-16-aligned decode software fallback). Source of truth for the chromium-ncz-sky1 package.
• ncz-screensaversNative Wayland screensavers: 74 GLES 3.2 programs on a wlr-layer-shell overlay, with a launcher and idle daemon.
• wayshadeNative Wayland OpenGL ES 3 screensaver engine (74 screensavers, launcher, idle daemon, lock-screen feed). Used by NCZ-OS.
• ncz-wayland-screenhackWayland screenhack experiments for NCZ-OS
• singularity-plugins
• singularity-wallpaper-rotatorWallpaper rotator for the Singularity desktop (NCZ-OS)

Tools

• ncz-toolsOperator tooling for the nclawzero edge fleet — Cargo workspace housing zterm + ncz
• zconNovell-SYSCON-style administrative TUI for the nclawzero distro (alpha)

zoder

Project page: zoder

zoder

• zoderFree-first, cost-aware, codex-compatible coding & review CLI. Routes work to free/open-weight models first over any OpenAI-compatible fleet.

MNEMOS

Project page: MNEMOS

Core

• mnemosProduction-grade memory operating system for agentic AI. Interoperates with every major framework via MCP, OpenAI-compatible gateway, and native /v1/* REST — Claude Code, OpenClaw, ZeroClaw, Hermes, MemPalace, LangChain, LlamaIndex, CrewAI, AutoGen, Mem0, Letta, Zep. In production use since December 2025. Apache 2.0.

Subsystems

• graeae
• knemon
• pantheon

Hive service (STIPHOS) and related

• mnemos-stiphosGRAEAE Hive Mind (mnemos-hive): fleet agent coordination, claim/triage job queue, cost-tier dispatch. Beta; carved out of mnemos-core, deploys as its own service.
• graeae-hiveGRAEAE Hive: agent job bus, workers and the doctor.
• graeae-hive-mindGRAEAE Hive Mind agent coordination bus

Bridges

• mnemos-bridge-coreShared core library for MNEMOS-to-LLM-consumer bridges
• mnemos-bridge-aiderAider integration: CLI sidecar (paste-into-Aider) + plugin-style tool registration
• mnemos-bridge-anthropicAnthropic Claude API adapter (passthrough — Anthropic's tool format is closest to MCP-canonical)
• mnemos-bridge-claude-connectorOAuth 2.1 + PKCE shim + MCP proxy for Claude.ai Connectors (FastAPI-based)
• mnemos-bridge-crewaiCrewAI BaseTool wrapper — synthesizes pydantic args_schema from MCP JSON Schema per tool
• mnemos-bridge-geminiGoogle Gemini SDK + Vertex AI adapter (translates MCP tools to Gemini Tool[] / functionDeclarations)
• mnemos-bridge-openaiMNEMOS bridge adapter for OpenAI Chat Completions + Agents SDK

Rust ports and MCP pieces

• mnemos-rsRust component of the mnemos ecosystem.
• mnemos-hot-rsRust component of the mnemos ecosystem.
• mcp-stdio-rsMinimal embeddable Rust MCP stdio client for MNEMOS and compatible servers
• mcp-contractsCross-project MCP contract for claws ecosystem (mnemos + ic-engine + mnemos-rs)

Memory Portability Format (MPF)

• mpf (archived)MNEMOS Memory Portability Format — JSON envelope spec for moving agent memory

Embedding toolkit

• mnemos-embedkit (mirror)MNEMOS embedding toolkit — NPU/GPU/CPU embedding backend for semantic memory

Command-line tool

• mnemosctlMNEMOS desktop CLI — Rust port of the v4 sync helpers

Other repositories

Public repositories in the group that are not part of the three main projects.

nclawzero (earlier Raspberry Pi and Yocto work)

• pi-genpi-gen fork that bakes the nclawzero agent stack into Raspberry Pi OS images.
• meta-baseYocto layer for minimal Linux images for Raspberry Pi and NVIDIA Jetson families, plus optional ZeroClaw + NemoClaw agent runtime recipes. Mirror of github.com/perlowja/meta-nclawzero-base.
• metaYocto layer (older / parallel to meta-nclawzero-base).
• linux-rpi

Other

• fleet-llm-benchFleet LLM benchmark harness: engine/model selection with fail-loud gates. Reusable core in src/, fleet overlay in campaigns/.
• ncz-portsFreeBSD port for ZeroClaw (misc/zeroclaw), USES=cargo, auto-updated
• tokenomicsUnified LLM spend, FinOps-style reporting ingestion engine
• worker-hive-relayE2EE GCS relay: remote workers -> hive
• zepoA minimal, portable OSS/repo watchdog: drift + activity + agentic health scoring for a curated repo index.