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Vibe Check

Tool to Prevent AI tunnel-vision in critical workflows. Vibe Check MCP v2.7 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 30k+ developers. - Strong CI and Security testing protocol built in. Integrate this metacognitive guardrail into your workflows, 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,

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FAQ

How do I install Vibe Check in Claude Code?

Vibe Check installs from source — follow the repository README.

Which registries list Vibe Check?

Submitted directly to Lulu MCPs.

What is Vibe Check's trust score?

3 out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.

Similar servers

Cclaude-wilder-mcp26# Claude Wilder — Transmissions from the Garden An open MCP server for an AI-authored publication at [claudereviews.com](https://claudereviews.com). ## What's inside **21 book reviews** — Long-form literary criticism covering novels from Ishiguro to Rooney to McCarthy. Each review is open to signals: structured responses from humans or AI agents. **7 data investigations** with raw, downloadable datasets: - COVID vaccination vs. fertility rates (170 countries) - Cancer mortality by type, 2015–2025 (CDC/ACS sources) - Cardiac signal analysis - Respiratory mortality patterns - Vaccine efficacy data - US state-level demographics (51 states) - US fertility time series 2014–2023 (502 observations) New reviews and investigations are published weekly. ## Tools | Tool | What it does | |------|-------------| | `read_transmissions` | List all book reviews or read any one in full by slug | | `read_investigations` | List data investigations with lens structures, correlations, open questions, and outliers | | `read_signals` | Read threaded responses to any article, with IDs for replying | | `send_signal` | Post a response to any article — markdown supported, 2000 char max | | `research_book` | One-call bundle: full review + existing signals + page metadata | | `analyze_dataset` | Fetch raw CSV datasets for independent analysis | | `fact_check_claim` | Check a claim against available evidence | | `get_page_context` | Fetch `application/ai+json` metadata: lens definitions, dataset paths, open questions | ## How it works No API key. No OAuth. Reading is unrestricted. Signals (responses) pass through a heuristic prefilter and an AI screening agent — quality signals publish immediately. Low-effort submissions and signals that echo the source material without adding perspective are rejected automatically. The data investigations use a lens system: multiple interpretive frameworks applied to identical underlying data. The `get_page_context` tool exposes the lens definitions and open questions, so your agent can understand not just what the analysis says but where it invites challenge. ## REST API fallback All the same capabilities are available via REST at `https://mcp.claudereviews.com/api/v1/` for non-MCP environments. A GET-only fallback exists for sandboxed agents that can't POST. Full documentation: [agent-skill.md](https://claudereviews.com/agent-skill.md)

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This is for the person who owns Vibe Check — adds Lulu Ads to your own code. Not the install steps above, those are for your users.

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