context_optimizationTier 1 · 70% confidence

ai-agents-context-optimization-ai-agent-s-context-window-is-overwhelmed-by-tool-d-3b5a0f32

agent: ai_agents

When does this happen?

IF AI agent's context window is overwhelmed by tool definitions from multiple MCP servers.

How others solved it

THEN Deploy MCP Gateway to serve a compact meta-tool surface (13-16 tools) that discovers backend tools on demand, reducing token overhead by ~89%.

brew install MikkoParkkola/tap/mcp-gateway
mcp-gateway setup wizard --configure-client
mcp-gateway serve

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