PROBLEM
MCP - The tweet discusses a technique to reduce context
The tweet discusses a technique to reduce context load by 65% in MCP-based agents through query-first memory search, addressing a common problem of reasoning breakdown due to window bloat when adding more MCP servers.
Updated: 4/5/2026
Context hygiene > model size.
Adding the 3rd or 4th MCP server usually breaks reasoning because of window bloat.
We cut context load by 65% using query-first memory search. The agent only reads what it needs.
Stop guessing, start searching.
Source: https://x.com/FocusMakers/status/2037877843892248928
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