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This article details configuring OpenClaw to utilize OpenRouter as a unified inference backend, enabling failover across hundreds of models from a single API key. The primary focus is on the practical implementation of AI agent infrastructure and model routing logic rather than novel research or quantum applications.
Connect OpenClaw to OpenRouter

OpenClaw has built-in OpenRouter support. One command gives your agents one key, one bill, and automatic failover across hundreds of models. Here's the setup and the fixes for the errors that trip people up.
OpenClaw runs AI agents across Telegram, Discord, Slack, Signal, iMessage, and WhatsApp from one place. It’s open source and it needs a model provider behind it. Point it at one provider directly and you own that relationship: one key, one bill, and an agent that stops the moment that provider has a bad minute. OpenClaw ships with built-in OpenRouter support, so one key reaches 300+ models across 70+ providers, billing lands in one place, and requests fail over to another provider automatically. The connection is a single command. If you also run a terminal coding agent, the same key covers it, see how to use OpenRouter with any coding…
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