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Manifest

Manifest AI Agent
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Category:Agent Observability Tools

Overview

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

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ai engineerssoftware developersautomation engineersplatform engineersdevops engineers

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

12/100

Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.

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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Pricing model:

free

Code access:

open-source

Popularity level: 31%

Industries:

Software DevelopmentBusiness AutomationDevOps

Tags:

cost observabilitytoken trackingtelemetryopentelemetryotlpalertsself-hostedusage analyticsspend monitoring
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Your AI agent for agent token-cost investigations.

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