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by PV-Bhat • Security & Privacy
A lightweight MCP mentor layer that interrupts agent pattern inertia with CPI-based reflective checks to keep agents on a minimal viable path and reduce harmful or overengineered actions.
Avoid over-engineering and stay focused on the minimal viable path by pausing for short reflective checks before major actions.
External safety oversight and risk scoring (CPI integration) to halt or ask clarifying questions when uncertainty or risky patterns are detected.
Per-session policy enforcement (a lightweight constitution) to prevent prohibited behaviors like external network calls or writing secrets to disk.
Vibe Check MCP is a plug-and-play Model Context Protocol server that acts as an external meta-mentor for LLM agents, emitting risk/uncertainty signals and triggering Chain-Pattern Interrupts (CPI) to force short reflective pauses. It summarizes session history, enforces per-session rules (a lightweight constitution), and can log lessons via an optional vibe_learn feature. The server supports multiple LLM providers, stdio and HTTP transports, and includes client installers for Claude, Cursor, Windsurf, and VS Code. Benefits include improved agent reliability, reduced harmful actions, and controlled escalation of complexity only when evidence demands it.
Metacognitive questioning tool that identifies assumptions and breaks tunnel vision to prevent cascading errors
Pattern recognition system that tracks common errors and solutions to prevent recurring issues
Append a constitutional rule for this session (in-memory)
Overwrite all constitutional rules for this session
Return the current constitution rules for this session
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