Proxy

概要

Designed to significantly enhance the efficiency of large language model tool-use, Proxy acts as an intelligent intermediary, reducing context window consumption by approximately 95%. Instead of exposing a multitude of individual tools, it presents LLMs like Claude with just two meta-tools: one to navigate a hierarchical tool tree and another to execute any discovered tool. This 'progressive disclosure' model not only slashes token usage but also ensures zero cold-start latency through background preloading, making tool interactions faster and more cost-effective.

主な機能

• 95% context reduction
• Background preloading
• Multi-transport
• Graceful degradation
• Secrets integration
• 0 GitHub stars

ユースケース

• Optimizing Claude's ability to interact with a vast array of external tools efficiently.
• Reducing token costs and API latency for LLM-powered agent workflows.
• Aggregating and managing multiple backend tool servers for complex AI applications.