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Dev.to
Dev.to
7/27/2026
MCP tool definitions can bloat AI agent context windows; HyperNexus proposes semantic routing

MCP tool definitions can bloat AI agent context windows; HyperNexus proposes semantic routing

Original: Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions

Short summary

The post identifies a real problem: connecting multiple MCP servers to an AI agent floods the context window with thousands of tokens of tool definitions. It then promotes HyperNexus, an open-source tool that uses semantic search to inject only the top 3 most relevant tool schemas per request, claiming a 95% reduction in tool-related context usage. The content is thin and reads primarily as a product announcement rather than a substantive technical analysis.

  • MCP tool definitions can consume 50K+ tokens when connecting multiple servers to an AI agent
  • HyperNexus uses semantic search to inject only the 3 most relevant tool schemas per request
  • Post is primarily a product launch announcement with minimal technical depth

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