Manifest – Control and monitor OpenClaw agent costs

Summary: Manifest provides real-time cost and token usage visibility for OpenClaw agents, enabling users to track spending per agent, message, and model without exposing data. It helps identify budget consumption sources and notifies users when limits are reached.

What it does

Manifest connects via OpenTelemetry using one ingest key per agent to deliver live cost and token observability across OpenClaw agents. It shows spending globally or broken down by agent, message, or model without capturing prompt content.

Who it's for

It is designed for anyone running OpenClaw agents who needs to monitor and control costs proactively.

Why it matters

Manifest addresses the lack of real-time cost visibility in OpenClaw, preventing unexpected budget overruns by pinpointing exactly where spending occurs.