Open Source Tools

FactReview

GitHub stars

An evidence-grounded AI reviewing framework that combines claim extraction, literature positioning, and execution-based verification to produce concise, claim-level reviews linked to supporting evidence.

ToolRosella

GitHub stars

A three-agent pipeline for finding one or more task-relevant code repositories, converting them into MCP tools, and using the generated MCP tools to solve user tasks.

RobustFlow

GitHub stars

A training framework for robust agentic workflow generation that uses preference optimization to improve semantic invariance across diverse instructions.

Code2MCP

GitHub stars

A multi-agent tool that automatically converts GitHub repositories into MCP services, with autonomous code analysis, environment setup, and closed-loop repair.

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Subject: Self-Evolving Embodied Intelligence

Embodied Intelligence