← heapsort
RESEARCH27

Glean benchmark: Off-the-shelf MCP costs 30% more tokens than indexed context

DEV.to AIΒ·May 17, 2026

A new Glean benchmark in Claude Cowork indicates that off-the-shelf MCP servers fail 2.5 times more often and use 30% more tokens than Glean's indexed context layer. Users have also reported cutting Claude token bills by 30% by adopting Glean's method.

Read original β†—