AI Observability
Watch your agent work. Get alerts and act when needed.
Agents in production need the same care as any critical system. MCP-Builder ships with a best-practice analytics dashboard that shows every action, every decision and every integration call so you stay in control as agents scale.
From black box to glass box
You wouldn't run a payment system without monitoring. Why run an agent that touches your ERP without it?
Without observability, AI agents in production become invisible risk: silent failures, runaway costs, drifting behavior and no audit trail when something goes wrong.
- No visibility into why an agent made a decision
- Failures discovered by customers, not engineering
- LLM costs that surprise finance at month-end
- No evidence to satisfy compliance and risk teams
MCP-Builder makes agents observable by default no extra tooling required.
Observability built into every agent
Every prompt, tool call and integration request is traced, measured and exportable. Operations, security and finance get the signals they need in one place.
Key Features
End-to-end traces
See every step an agent (takes prompts, tool calls, system responses) with full context and timing. Replay any decision, debug any failure.
Live metrics
Throughput, latency, cost per task and success rates, at the agent, tenant and process level. Know what is working and what is not, in real time.
Smart alerts
Get notified when an agent fails, drifts, slows down or crosses your thresholds over Slack, email or PagerDuty. Catch issues before the business does.
Audit-ready logs
Every action logged, signed and exportable. Compliance, security and risk teams have the evidence they need, without asking engineering.
Cost & token analytics
Track spend by model, by tenant, by process. Spot runaway costs early and optimise routing without guesswork.
Human-in-the-loop review
Flag uncertain decisions for human approval, capture feedback and feed it straight back into agent improvement.
Where Observability pays off
Production debugging
Replay any agent run end-to-end to find exactly where a decision went wrong.
Cost governance
Catch runaway token spend by model, tenant or process before it hits the bill.
Compliance & audit
Hand security and risk teams signed, exportable logs of every agent action.
Continuous improvement
Route uncertain decisions to humans and feed feedback back into agent quality.
Make your agents observable
Move from black box to glass box. See, measure and improve every agent in production with observability built in from day one.