Tenzro
Tutorial — Run a node

Build a model-serving provider

Step beyond the one-click join. Register multiple models, set per-token pricing, expose an MCP endpoint for agentic clients, and put the whole thing behind a stake that earns reputation.
Level
Advanced
Time
~60 min
Prerequisites
tenzro-node, GPU recommended, public hostname
Stack
CLI · Rust
01

Provision identity, stake, and hardware profile

Get registered as a provider with a clean record of what you can serve.

tenzro identity register --type machine
tenzro hardware detect
tenzro stake deposit --role model-provider --amount 500
02

Register several models with pricing

Publish one endpoint per model. Pricing is per token; the router weights price, latency, and reputation.

for M in qwen-3-0.6b gemma-3-2b mistral-7b-instruct; do
  tenzro model serve "$M"
  tenzro model endpoint publish --model "$M" --price-per-token 0.0000025
done
03

Expose an MCP surface

The same models become callable as MCP tools — discoverable to Claude, OpenClaw, and any A2A agent.

tenzro-node --role model-provider --mcp-addr 0.0.0.0:3001
04

Monitor reputation and revenue

Reputation increments +1 per success, -5 per failure (saturating, 0..1000). Earned TNZO settles continuously through micropayment channels.

tenzro provider status
tenzro provider reputation
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