Why Your Company Needs a Context Graph, Not Just a Bunch of MCP Servers

shensi · x · 2026-10-14

Gil Feig shares his AI Engineer World's Fair talk on why companies need a context graph. Key argument: connecting a few MCP servers won't tell your agent which customers were upset last week, and live API lookups can't search across that much data — you need a synced copy for queries alongside live calls for simple lookups.

Related event: Merge's Gil Feig: Why Companies Need a Context Graph, Not Just MCP Servers(2 posts)→

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