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2026-10-122 MIN_READ@NGMOB_TEAM

Nine Products, One Stack: The NGMOB Lineup

Haze Day, Hanakoi, TokenLiquid and Doubo join Floniks, Kolens, GoGlow, Naga and Hollow Lullaby. Here is what each one does, and where MCP, agents and orchestration fit in.

#NGMOB#MCP#AGENTIC#PORTFOLIO

Nine products, one stack

Our catalog now spans creative tools, influencer intelligence, AI companions, public health, LLM infrastructure, streaming, gaming and local inference. Each product solves one concrete problem, and they are built from the same parts: Model Context Protocol, agentic reasoning and orchestration.

What we ship

ProductWhat it doesStatus
FloniksMCP-native creative studio for image, video and dramaActive
KolensTikTok creator discovery, verified emails and dossiersActive
Haze DayLive haze (PM2.5) readings and guidance for Southeast AsiaActive
GoGlowAI portrait studio for photo, video and animation stylesStable
HanakoiAI companions with memory, voice and photosActive
TokenLiquidUnified LLM gateway for OpenAI, Anthropic and Gemini protocolsActive
DouboNative IPTV / M3U player for iPhone, iPad and MacBeta
NagaLocal LLM inference and reasoning on Apple SiliconBeta
Hollow LullabyA Bevy game whose Lua gameplay is authored by agentsBeta

New in the lineup

  • Haze Day answers one question during haze season: can we go outside right now? Official NEA readings for Singapore, clearly labelled model estimates for 78 other places, and a Telegram bot that alerts at the cut-off your team uses.
  • Hanakoi is a companion platform where characters remember you, grow closer through five relationship stages, and can be built end to end from Claude over MCP.
  • TokenLiquid puts 64 models behind one key and one base_url, speaking the OpenAI, Anthropic and Gemini protocols at the same time.
  • Doubo is a privacy-first IPTV player: it ships no channels and keeps your playlists on your device.

Where MCP fits

MCP is how agents reach our products. Floniks, Kolens and Hanakoi each run an MCP server, so Claude or any MCP-aware agent can generate assets, search creators or author characters in plain language. Naga works from the other side: it runs an MCP agent with tool-calling loops entirely on local hardware.

Not every product needs to be an agent tool. Haze Day publishes a JSON API and an llms.txt index so AI tools can cite it correctly. TokenLiquid sits underneath agents as the model gateway, and Claude Code can run through it with two environment variables. Doubo deliberately keeps everything on the device.

What's next

  • Doubo for Android phones, tablets, Android TV and TV boxes, followed by program guides (EPG) and catch-up.
  • A WhatsApp version of the Haze Day bot.

> ls ./related_products