Cohere Labs Releases Agentic Task Ecosystem Dataset

Cohere Labs released the Agentic Task Ecosystem dataset of nearly 700K tools pulled from public MCP servers. The posts state the data offers a window into tasks developers choose to automate with AI agents. A Cohere post on X states that under a test of whether a tool could independently complete an occupational task, just 2.6% passed. Cohere replies on X note AI changes how work divides between people and machines instead of replacing jobs outright. The linked blog post at cohere.com expands on early patterns in automation's effect on future work.