fr.humanmirror/outcomeai

HumanMirror Outcome

Synced · awaiting check

Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.

Install

claude mcp add --transport http outcome https://humanmirror.fr/api/outcome/mcp/

Requires: Authorization

Our take

A remote-only validation service focused on checking AI outputs for secrets, malformed JSON, duplicates, anomalies, and schema issues. It is aimed at teams running agent or automation pipelines that need post-processing guardrails. The scope is clear and practical, but the maturity signal is limited because there is no public package footprint or repository metadata here.

reviewed by hand · 2026-09-02

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Verification record

last verified: 8 days ago
in registry since: 2026-08-31

github.com/VibeMirror-coder/humanmirror

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