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Paper2Agent: Research Papers to AI Agents

2026-09-28 / ★ 3,566 · Python / https://github.com/jmiao24/Paper2Agent

Paper2Agent: Research Papers to AI Agents

A multi-agent AI system that automatically transforms research papers into interactive AI agents.

Stanford took 100 computational biology papers and turned 74 of them into working agents, each one an MCP server. The paper agents got 91.2% of the benchmark questions right. Claude with the same repo got 80.3%. Published in Nature. You ask the paper a question and it runs its own methods, no need to read the code first.

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