peer reviewed perspective

Building MCP-native hierarchical AI scientist ecosystems: a perspective on scaling multi-agent scientific discovery

Authors

Ling Yue, Ching-Yun Ko, Pin-Yu Chen, Shimin Di, Shaowu Pan

Venue

Frontiers in Artificial Intelligence — peer-reviewed Perspective, volume 9

Published

2026-05-12

ID

DOI 10.3389/frai.2026.1820375

Peer-reviewed Perspective in Frontiers in Artificial Intelligence, not an empirical study. Discusses MCP-enabled interoperability and hierarchical coordination of AI-scientist teams as a way to scale scientific discovery.