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 Releases ATE Dataset With Nearly 700K MCP Tools(3 posts)→
More from coding & agent
- Microsoft Azure Publishes Analysis on the Economics of Agent Optimization — adnan_hashmi · 2026-09-03
- Meta ships Muse Spark 1.3: 98.5 on MRCR 256K, 25% fewer tokens, near Opus 5 on agentic benchmarks — rohanpaul_ai · 2026-09-03
- Agent Month Thesis: Code Gets Cheap, But Trusted Code Stays Expensive — viksit · 2026-09-03
- Matt Shumer demos an ever-improving AI-built multiplayer game — mattshumer_ · 2026-09-03
- The Mythical Agent Month: past a threshold, every new agent adds more work than it removes — viksit · 2026-09-03
- ngrok launches AI Gateway: route local LLMs and OpenAI through one URL — anthara_ai · 2026-09-03