🧠 Vibe Check MCP V2.5

Created By

Pruthvi Bhat (PV-Bhat)3 months ago

Tool to Prevent AI tunnel-vision in critical workflows. Vibe Check MCP v2.5 introduces Chain-Pattern Interrupts (CPI) to enhance your infrastructure stack. mitigates over-engineering, scope creep, and misalignment by injecting Socratic checkpoints into agent reasoning. - Supports Gemini API, OpenRouter and OpenAI models. - Logs errors for continuous improvement. - Trusted by 11k+ developers. - Strong CI and Security testing protocol built in. Integrate this metacognitive guardrail into your blockchain, data pipelines, or agent-development stacks for robust AI safety and alignment. Visit https://pruthvibhat.com/work/vibecheck-mcp/ for more details. Links: https://murst.org/ https://pruthvibhat.com/ Author: Pruthvi Bhat Tags: metacognition, CPI, AI-safety, agent-frameworks, infrastructure-tools,

# metacognition

# CPI

Overview Content Tools Comments

Overview

What is Vibe Check MCP?

Vibe Check MCP is a metacognitive tool designed to prevent AI tunnel vision in critical workflows by introducing Chain-Pattern Interrupts (CPI) to enhance AI infrastructure. It acts as a reflective checkpoint for AI agents, improving their reasoning and alignment.

How to use Vibe Check MCP?

To use Vibe Check MCP, integrate it into your AI agent's workflow by calling the vibe_check function with the necessary parameters. You can set up the server using Node.js or Docker, and configure it with your API keys.

Key features of Vibe Check MCP?

CPI Adaptive Interrupts: Challenges assumptions and prevents reasoning lock-in.
Multi-provider LLM support: Works with Gemini, OpenAI, and OpenRouter models.
History Continuity: Retains context by summarizing prior advice.
Logging: Captures mistakes for future reflection and improvement.

Use cases of Vibe Check MCP?

Enhancing the reliability of AI agents in complex decision-making tasks.
Preventing over-engineering and misalignment in AI workflows.
Providing reflective pauses to improve AI reasoning and safety.

FAQ from Vibe Check MCP?

Does it increase latency?

A single CPI call typically adds ~1 second depending on the provider.

Can I disable logging?

Yes, logging with vibe_learn is optional.

Server Config

{
  "mcpServers": {
    "vibe-check": {
      "command": "node",
      "args": [
        "/path/to/vibe-check-mcp/build/index.js"
      ],
      "env": {
        "GEMINI_API_KEY": "YOUR_GEMINI_API_KEY"
      }
    }
  }
}

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