Tools/Fullive-AI/Anima

Anima

Make Every Hardware Intelligent — an open-source Agent OS for hardware intelligence

770nascentPythonApache License 2.0new this week

The Lens

By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.

Updated Jun 2026

Anima is a local brain for a Xiaomi smart home. Instead of writing rigid "if motion, then light" rules, you run an LLM agent that figures out what your devices are and decides what to do based on context and learned habits. Apache-2.0 licensed and self-hosted, you bring your own LLM API key.

Setup is real work. You need the Python and Node stack running, an MQTT broker, an LLM key, and physical Xiaomi or MIoT hardware with the device tokens and local IPs sorted out. Once running, it discovers devices, plans actions through the LLM, and keeps an evidence-based memory of your preferences over time. There's a React dashboard and a full REST API.

The obvious comparison is Home Assistant, which is more mature, hardware-agnostic, and has years of community behind it. Anima's bet is that an LLM agent beats hand-written automations. If you're deep in Xiaomi gear and like living on the edge, try it. Everyone else: Home Assistant, possibly with an LLM layer bolted on.

The catch: it's days old, Xiaomi-only, and self-described as early-stage. The cloud login handles discovery, but actual control still needs each device reachable by local IP and token. Promising direction, very green.

Free vs Self-Hosted vs Paid

fully free

Free: The whole project. Apache-2.0 licensed, self-hosted, no paid tier or cloud product.

Self-hosted: The only way to run it, and it's involved. Expect to stand up a Python and Node stack plus an MQTT broker, and to manage Xiaomi device tokens and local IPs yourself.

The real cost is the LLM: You supply your own model API key, so your bill scales with how much the agent thinks. A local model removes that cost at the price of more setup and hardware.

Free and open source (Apache-2.0). You bring your own LLM API key, which carries its own cost.

Self-hosting ops:significant

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Score
61/100 · B
Adoption8/30
Maintenance21/25
Community7/20
License15/15
Analysis10/10

A low score is not a verdict on quality. Young and niche tools start low by design. How we calculate scores

Trust Signals

Organization account (1 public repos)

License: Apache License 2.0

Use freely. Patent grant included.

Commercial use: ✓ Yes

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