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vibe-check-mcp-server

vibe-check-mcp-server

Active·★ 486·MIT·Updated 2026-05-28

★ Hidden Gem★ Multi-Agent★ Observability

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Vibe Check MCP is a research-backed MCP server that acts as a meta-mentor for AI agents. It uses Chain-Pattern Interrupts (CPI) to prevent reasoning lock-in and keep agents on the minimal viable path. It provides metacognitive feedback through a second LLM, improving agent alignment and safety.

#agentic-ai#agentic-workflow#ai-agents#chain-of-thought#cpi#error-handling#mcp#mcp-server

↗ Visit site ★ GitHub

01

Features

01CPI Adaptive Interrupts: Phase-aware prompts that challenge assumptions

02Multi-provider LLM: Supports Gemini, OpenAI, Anthropic, OpenRouter

03History Continuity: Summarizes prior advice when sessionId is supplied

04Optional vibe_learn: Log mistakes and fixes for future reflection

05Session Constitution: Enforce per-session rules for CPI adherence

02

Compatibility

Claude Desktop

Claude Desktop

Verified via docs

Cursor

Cursor

Verified via docs

Windsurf

Windsurf

Verified via docs

Visual Studio Code

VS Code

Verified via docs

03

Use cases

↳Prevent agents from over-engineering and reasoning lock-in

↳Improve agent safety and alignment through metacognitive interrupts

↳Enable reflective pauses before irreversible actions

04

Alternatives

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See all alternatives →

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vibe-check-mcp-server Alternatives Best Vision / Multimodal Tools 2026 Open Source Vision / Multimodal vibe-check-mcp-server Tutorial vibe-check-mcp-server Vs Competitors agentic-ai agentic-workflow ai-agents

Comments

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A
Avery MartinezMay 18, 2026
Catches overconfident agent behavior before it causes downstream problems
A
Alex NguyenApr 29, 2026
Used this in a multi-step agent pipeline to add a sanity check layer, very effective
R
Rebel JohnsonApr 9, 2026
Mentor-like feedback loop for AI agents is exactly the guardrail autonomous workflows need

On this page

01Features 02Compatibility 03Use cases 04Alternatives

Stats

GitHub Stars★ 486

Last commit2d ago

StatusActive

LicenseMIT

CategoryVision / Multimodal

Trend (30d)

+19.4↑ 0.5%

Links

Documentation↗Discussion↗Issues↗Releases↗

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