synthet1cc/unloop-mcp

MCP server that detects AI fix loops and forces course correction. Error fingerprinting + fix similarity analysis + escalating intervention.

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synthet1cc/unloop-mcp

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Unloop: AI fix loop detection, prevention, and recovery system. Monitors every error fix attempt using fingerprinting and similarity analysis. Provides escalating intervention (NUDGE → WARNING → CRITICAL) with context-aware escape strategies. MANDATORY protocol for all error-fixing activity.

4 5mo ago C 8,249 tokens original MIT