Open-source MAVLink fleet operations platform for PX4 drones, SITL, drone shows, SAR, and cooperative autonomy.

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

Local management for Shelly IoT devices without cloud connectivity.

VDA5050-compatible cloud service for fleet mission dispatch

simobility - light-weight mobility simulation framework. Best for quick prototyping

A PAL Mobile Base for your advanced navigation needs

CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenClaw/ZeroClaw/IronClaw across hosts via Ansible

Full-stack ROS 2 autonomous navigation: Nav2, SLAM Toolbox, Gazebo Harmonic, multi-robot fleet coordination, coordinated frontier exploration, MPPI controller, behavior trees & waypoint following on Humble/Jazzy.

Autonomous Mobility-on-Demand Simulation

Field-ready Wi-Fi profile manager for Linux drones and robots with scan, priority, fleet sync, and safe NetworkManager control.

AGET Framework - Canonical specification for CLI-based human-AI collaborative coding agents

Planification and management tools for Airlines Manager 2

Local AI load balancer for Ollama fleets — auto-discovery, smart routing, OpenAI-compatible API, zero config. Perfect for Mac Minis & Studios.

Collection of connectors that communicate with InOrbit platform on behalf of robots by means of the InOrbit Python Edge SDK

Development of a python micro service running in a kubernetes cluster backed by best GitOps practices

Customized management solution for the shared vehicle industry. Provide shared vehicle management system & user-customized HUD application.

🛰️ Real-time fleet tracking, smart alerts, and sensor analytics

An MCP server for Fleet

VDA5050 lightweight fleet manager for use with NVIDIA Isaac Cloud Services