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Muster gives your team full visibility into every AI agent running across your organisation — who owns it, what it costs, whether it’s working correctly, and whether it creates risk.

Quickstart

Get your first agent monitored in under 5 minutes.

SDK Reference

Instrument any agent with 3 lines of Python.

Integrations

Connect n8n, Flowise, LangChain, and more.

API Reference

Full REST API for custom integrations.

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Why Muster?

Most AI deployments in enterprises start the same way: one agent in Finance, another in Legal, a few in Operations. Within months you have dozens — many undiscovered, some with no owner, others running on outdated models. Muster solves this:
  • Discover every AI agent across your cloud, SaaS tools, and Git repos
  • Assess risk automatically — PII exposure, external LLM calls, write access to systems
  • Monitor quality in real time — accuracy degradation, hallucination signals, SLA breaches
  • Track costs by agent, department, and model with 30-day trends
  • Govern with human-in-the-loop controls and approval workflows

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How it works

Your Agents          Muster SDK          Muster Dashboard
──────────           ──────────          ────────────────
invoice-agent   →    quality.emit()  →   Risk · Quality · Cost
fraud-agent     →    quality.emit()  →   Anomalies · Heatmap
contract-agent  →    quality.emit()  →   Recommendations
The SDK is a single quality.emit() call added to your agent’s job completion handler. It runs asynchronously, never blocks your agent, and has a hard 2-second timeout.