ToolStream

ToolStream acts as an intelligent proxy between LLMs like Claude Code and various Model Context Protocol (MCP) services. Instead of sending an entire list of connected tools with every conversation turn, it dynamically surfaces only the tools relevant to the current discussion. By leveraging semantic routing based on conversation context and local embedding models, ToolStream can cut token expenditure on tool definitions by 90% or more, allowing for more efficient and cost-effective LLM interactions without sacrificing capability.

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