Anti-Autoresearch MCP Server
wanshuiyin/Anti-Autoresearch
[](https://agentrank-ai.com/tool/wanshuiyin--Anti-Autoresearch/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
wanshuiyin/Anti-Autoresearch is a Python tool licensed under MIT. Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS. Topics: ai-generated-content, ai-scientist, autoresearch, forensics, llm-agents, peer-review, research-integrity, ai-research, aris, claude, claude-code, claude-code-skills, codex, gpt, llm, machine-learning, mcp, ml-research, openai, paper-review.
Ranked #513 out of 24846 indexed tools.
In the top 3% of all indexed tools.
Ecosystem
Score Breakdown
160 stars → growing community
Last commit 1mo ago → moderate activity
4/4 issues closed → responsive maintainer
2 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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From the README
# Anti-Autoresearch 🛡️ · · · · · · · · <div align="center"> ### 🔬 The field has tolerated unreliable autoresearch long enough — Anti-Autoresearch is the read that finally catches it. ***天下苦 autoresearch 久矣 —— Anti-Autoresearch 替研究者们一眼看穿不靠谱的工作。*** </div> > 🏆 **Built on a battle-tested foundation: [ARIS](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep)** (~12.5k★ · HuggingFace Daily Papers #1 · 78+ skills across 7+ platforms). Anti-Autoresearch points ARIS's production audit DNA (experiment-audit · paper-claim-audit · citation-audit · kill-argument) **outward** — auditing a third party's submission instead of your own. Autoresearch has gone mainstream, and a fast-growing share of what reaches the review pile is machine-generated — and a lot of it **doesn't hold up**: tables that don't match the text, baselines that aren't there, open-sourced code that won't reproduce its own paper. Reviewers, area chairs, and honest authors increasingly need to **verifRead full README on GitHub →
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