Your agent's disclaimer is a design failure — I built an MCP tool that composes through it instead

Description and use

<p>"As an AI language model, I can't…" — the sound of a context window dying.</p> <p>Every agent framework has the same failure mode: input arrives that doesn't parse — surreal, metaphorical, semantically adjacent-but-wrong — and the model falls back to refusal. It's safe. It's also boring, and it throws away everything established in the conversation.</p> <p>I run a small quantum-info site (auglabs.io) whose content layer is an MCP server. When I added agent-facing tools, I wanted the failure mode to be different, so the fifth tool isn't about content at all. It's a composition operator.</p>

Problem

<p>"As an AI language model, I can't…" — the sound of a context window dying.</p> <p>Every agent framework has the same failure mode: input arrives that doesn't parse — surreal, metaphorical, semantically adjacent-but-wrong — and the model falls back to refusal. It's safe. It's also boring, and it throws away everything established in the conversation.</p> <p>I run a small quantum-info site (auglabs.io) whose content layer is an MCP server. When I added agent-facing tools, I wanted the failure mode to be different, so the fifth tool isn't about content at all. It's a composition operator.</p>

Outcome

<p>"As an AI language model, I can't…" — the sound of a context window dying.</p> <p>Every agent framework has the same failure mode: input arrives that doesn't parse — surreal, metaphorical, semantically adjacent-but-wrong — and the model falls back to refusal. It's safe. It's also boring, and it throws away everything established in the conversation.</p> <p>I run a small quantum-info site (auglabs.io) whose content layer is an MCP server. When I added agent-facing tools, I wanted the failure mode to be different, so the fifth tool isn't about content at all. It's a composition operator.</p>

Evidence

Your agent's disclaimer is a design failure — I built an MCP tool that composes through it instead

Source