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MCP Doesn't Suck. Your Agent Does. — Jan Čurn, Apify

AI Engineer · Oct 02, 2026 · Engineering Insights

Naive agents pre-loading all MCP tools waste context before any work begins

“Maybe a third of your context disappeared before you even started doing any work.”

Apify CEO Jan Čurn argues the wave of MCP criticism is misplaced — the protocol is sound, but agent implementations are naive, registering all tools from all MCP servers into context upfront and consuming up to a third of the available context window before processing a single user query. The talk reframes the MCP debate from a protocol problem to an agent design problem. This matters because it offers a concrete diagnosis for why MCP-powered agents underperform and points toward smarter tool-loading strategies as the fix.

MCP agent architecture context window tool use Apify

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