Yahboom Raspbot v2 (Boomy) — MCP Server, Webapp & Documentation

📖 Installation Guide — quick start, manual setup, and troubleshooting

Boomy Hero Shot

Quick Start

powershell

git clone https://github.com/sandraschi/yahboom-mcp
cd yahboom-mcp
just

This opens an interactive dashboard showing all available commands. Run just bootstrap to install dependencies, then just serve or just dev to start.

Manual Setup

If you don't have just installed:

Overview

Boomy is a Yahboom Raspbot v2 (Mecanum Version) robot car. Weighing in at approximately 1.0 kg and costing roughly $300 (fully loaded with a Raspberry Pi 5 16GB), it provides a unified platform for testing sensor integration, ROS 2 orchestration, and agentic (AI-driven) robotics. It's also great fun for kids of all ages.

The Manufacturer: Yahboom

Yahboom is a prominent player in the Chinese robotics and STEM education industry. They offer a diverse range of hardware platforms:

Market Range: From entry-level $50 DIY kits to advanced $2,000+ STEM robots with precision mechanical arms.
Industry Position: They specialize in accessible hardware for education and prototyping, positioned below enterprise-grade platforms such as Unitree or Noetix.
Developer Ecosystem: Yahboom maintains a strong commitment to a FOSS (Free and Open Source Software) stack and provides active GitHub support for developers.

🏗️ Hardware Architecture

Boomy utilizes a "Double-Stack" controller model to bridge real-time physical reliability with high-level cognitive tasks:

Rosmaster (ESP32 / Micro-ROS): Small-form-factor hardware controller for low-latency motor control, ultrasonic pinging, and line-sensor processing.
Raspberry Pi 5 (Optional / Gateway): The main brain for standalone operation.

🚀 The "Zero-Host" Swarm Config

For scaled deployments, Boomy can operate in a Pi-less Swarm mode:

Setup: Remove the Raspberry Pi; replace with a WiFi-to-Ethernet/UART bridge ($15).
Control: Centralized orchestration via a remote Mothership (PC with RTX 4090).
Scaling: Deploy 3+ units for the price of a single Pi-hosted robot.

🕹️ Interface Separation

This project clearly distinguishes between human-operable controls and machine-optimized interfaces:

Human Interface: A browser-based Web Dashboard (React/Vite) designed for manual telemetry observation, peripheral control (lights, OLED), and human-robot interaction.
Machine Interface: A standards-compliant MCP Server (Model Context Protocol) designed for AI agents and MCP clients to programmatic control Boomy as a tool within a larger fleet.

📂 Documentation Pillars

Pillar	Focus	Key Topics
Autonomous Missions	v2.4.0 — Ollama → ROS	Natural-language goals → LLM planning → ROS execution; vision detection (SSD MobileNet v2); ultrasonic obstacle avoidance; "find our dog" walkthrough.
Startup & bringup	Start here (robot + Goliath)	ROS 2 vs rosbridge_suite (software) vs USB controller tier under the Pi; boot order; Docker/systemd on the Pi; what the webapp can restart; dashboard vs diagnostics.
Agent missions & MCP	LLM → Pi missions	`yahboom_agent_mission` (MCP) and `POST /api/v1/agent/mission` (HTTP); `MissionPlanV1`; env vars; `boomy_mission_executor`; Nav2 and `/boomy/detections_json`; troubleshooting vs `yahboom_agentic_workflow`.
Rosmaster Architecture	Dual-bus analysis	I2C (0x2b) for motors/sensors, UART for IMU/battery; register map; container layout; micro-ROS analysis.
Stack health probe	`health.stack`	TTL SSH/TCP probes, `YAHBOOM_ROS2_CONTAINER`, lifecycle (never started vs exited vs restart loop), optional `docker logs` preview (redacted).
Setup & Installation	Dev install	`uv`, modes, baseline env vars.
Software & Logic	Architecture	System design, ROS 2 node graphs, and state management.
Hardware & Pinouts	Physical Layer	Wiring diagrams, I2C addresses, and sensor technical specs.
Raspbot v2 hardware stack	Boomy chassis	Chassis, mecanum, motors, lightstrip, PTZ, camera, IMU, ultrasonic, line/cliff, expansion board vs rosbridge software, Pi ports, I2C, battery, switch.
ROS 2 Bridge	Connectivity	Bridge architecture, topic map, state cache, env vars, known bugs.
Voice & Audio	Sound System	CSK4002 module protocol, espeak-ng TTS, chatrobot architecture, audio soundboard with 17 built-in effects.
Multi-Robot Integration	Ecosystem	Federated fleet standards and cross-robot communication protocols.
Configuration	Reference	Env vars, ports, transport modes, LLM providers.
Development	Reference	Dev setup, layout, test commands, five-gate.
Tools	Reference	MCP tools, `yahboom_tool` operations, REST endpoints.
Troubleshooting	Reference	Common issues and fixes.
Onboarding	First-time setup	Hardware bring-up for Boomy (robot power, IP, sanity checks).

Webapp status surfaces

Dashboard (/dashboard) — First page: basic robot link (gateway, target IP, ROS · SSH · video) and operator hints when the Raspbot is off or Goliath has no AP/Ethernet path.
Diagnostic Hub (/diagnostics) — Detail: ROS topic explorer, node list, resync / hard reset, SSH shell, stack health table (same stack payload as the dashboard when available).
Server logs (/logs) — Live yahboom-mcp log stream (SSE) on Goliath.

Historical status logs and legacy research are preserved in the docs/archive/ directory.

🛡️ Industrial Quality Stack

This project adheres to SOTA 2026 industrial standards for high-fidelity agentic orchestration:

Python (Core): Ruff for linting and formatting. Zero-tolerance for print statements in core handlers (T201).
Webapp (UI): Biome for sub-millisecond linting.
MCP: FastMCP 3.4 with Unified Gateway, portmanteau tools, skills, and agentic sampling.
LLM Providers: Auto-discovery of Ollama (:11434) and LM Studio (:1234). GPU metrics via nvidia-smi.
Automation: Justfile recipes for all fleet operations (just lint, just fix, just dev).