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Manifest is an open-source OpenClaw plugin that routes queries to the most cost-effective model and gives you a real-time dashboard to track tokens, costs, and usage.

Why Manifest

Smart routing

Scores each query across 23 dimensions and picks the cheapest model that can handle it. Saves up to 90%.

Real-time dashboard

Track tokens, costs, messages, and model usage at a glance.

Set limits

Get notified or automatically block requests when spending exceeds a threshold.

How it works

Manifest intercepts each OpenClaw request, runs a scoring algorithm in under 2 ms, assigns a tier (simple / standard / complex / reasoning), and forwards the query to the matching model. All telemetry is captured via OpenTelemetry and displayed in the dashboard.

Manifest vs OpenRouter

ManifestOpenRouter
Open sourceYesNo
Self-hostableYesNo
PrivacyMetadata only (or 100% local)Full request proxied
Routing logicTransparent, 23-dimension scoringBlack box
CostFreePer-token markup
DashboardBuilt-inSeparate
Works with OpenClawNative pluginRequires config

Privacy

  • Local mode: All data stays on your machine. Nothing is sent anywhere.
  • Cloud mode: Only OpenTelemetry metadata (model name, token counts, latency) is sent — never message content.
  • Opt-out of analytics: Set MANIFEST_TELEMETRY_OPTOUT=1 to disable anonymous usage analytics.

Next step

Install Manifest

Get Manifest running in under a minute.