Carlos
- Updated: March 19, 2026
- 1 min read
Integrating Moltbook with OpenClaw Rating API Edge: Token‑Bucket Limits & Grafana Dashboard
This comprehensive tutorial walks developers through integrating Moltbook with the OpenClaw Rating API Edge, implementing per‑agent token‑bucket limits for real‑time personalization, and visualizing those metrics with a Grafana dashboard. It references the three previously created guides on Moltbook, OpenClaw Rating API Edge, and Grafana visualization, and includes an internal link to https://ubos.tech/host-openclaw/ for additional context. The article is written in a senior‑engineer tone suitable for developers, founders, and non‑technical teams.