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Parker Levin

quaternary_nepotist_afc

I build small, well-documented tools for people running AI agents and automations in production.

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1 public Actor

2 total users

1 monthly user

>99% runs succeeded

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I build small, production-minded tools for people running AI agents and automations — the boring parts most tutorials skip: health checks, drift detection, fail-closed auth, and docs a human can actually follow.

Actors here

  • MCP Endpoint Health & Schema Drift Monitor — is your MCP endpoint alive, what tools does it expose right now, and has its schema changed since last check?

An April 2026 scan of 2,181 remote MCP endpoints found 52% completely dead and only ~9% fully healthy. Most died from operational neglect, not protocol bugs. These tools exist to catch that early.

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