Manifest

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Overview

Real-time cost observability for OpenClaw agents: track tokens, actions, and spend with self-hosted deployment and alerts.

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Manifest is an AI agent observability tool focused on cost transparency for OpenClaw agents. It provides real-time token and cost tracking across agents and actions, helping teams identify expensive tasks and runaway context before bills spike. Manifest emphasizes privacy by collecting telemetry metadata rather than prompts/messages, and it supports self-hosted deployment so data can remain inside your network. It also includes notifications and thresholds to alert you when an agent approaches or exceeds spending limits.

Autonomy level

12%

Reasoning: Manifest is an observability/control layer for OpenClaw agents (cost, token, and action telemetry), not a system that plans tasks or executes workflows on its own. It can monitor and notify (e.g., cost thresholds), but it doesn’t appear to independently take actions beyond reporting/alerting. Its core promise is visibility with “telemetry metadata ...

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Some of the use cases of Manifest:

Tracking token usage and spend per agent, per message, and per action in real time.
Finding the most expensive workflows to optimize prompts, models, and tool usage.
Setting cost thresholds and receiving alerts when spend spikes or exceeds limits.
Running observability on your own infrastructure to keep agent data inside your network.

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