Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety
Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety.
KISS overzealous agents goodbye. Plug & play agent oversight tool.
Vibe Check MCP keeps agents on the minimal viable path and escalates complexity only when evidence demands it. Vibe Check MCP is a lightweight server implementing Anthropic's Model Context Protocol. It acts as an AI meta-mentor for your agents, interrupting pattern inertia with Chain-Pattern Interrupts (CPI) to prevent Reasoning Lock-In (RLI). Think of it as a rubber-duck debugger for LLMs – a quick sanity check before your agent goes down the wrong path.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| gemini | gemini-3.6-flash |
| anthropic | claude-sonnet-5 |
| openai | gpt-5.6-terra |
| openrouter | *(none — required)* |
{
"mcpServers": {
"vibe-check-mcp": {
"command": "npx",
"args": [
"-y",
"@pv-bhat/vibe-check-mcp",
"start",
"--stdio"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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Template to easily make an MCP server on Cloudflare
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Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.