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Cohere Labs' ATE Dataset Reveals Only 2.6% of AI Agent Tools Actually Work

Cohere Labs scraped 696K agent tools from 123K MCP servers and found only 2.6% can actually finish a real job task alone.

Source

Cohere

Published

Sep 4, 2026, 3:59 PM

Author

AlphaSignal Newsroom

Read

1 min read

Cohere Labs scraped 696K agent tools from 123K MCP servers and found only 2.6% can actually finish a real job task alone.

Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.

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