Cohere Labs releases ATE dataset of ~700K tools from public MCP servers

Cohere_Labs · x · 2026-09-03

Cohere Labs released the Agentic Task Ecosystem (ATE) dataset, collecting nearly 700K tools from public MCP servers to reveal what developers are building AI agents to do. Their analysis argues AI's impact on the future of work will depend not just on model capabilities, but on which tasks developers choose to automate and how. Blog and dataset are publicly available.

Related event: Cohere's ATE Dataset: Only 2.6% of 690K MCP Tools Can Independently Complete Job Tasks(5 posts)→

Original post →

More from coding & agent

coding & agent channel →