Carlos
- Updated: March 19, 2026
- 1 min read
Integrating Moltbook with OpenClaw Rating API Edge: Token‑Bucket Limits, Grafana Dashboard, and AI Agent Personalization
## Introduction
In this tutorial we walk developers through an end‑to‑end integration of **Moltbook** with the **OpenClaw Rating API Edge**, applying per‑agent token‑bucket limits for real‑time personalization, and visualizing those limits with a **Grafana** dashboard. The workflow is tied to the current AI‑agent hype and showcases the unified OpenClaw ecosystem. For more details on hosting OpenClaw, see the internal link: Host OpenClaw on UBOS.
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