1 مستودع
Redirects heavy tool data to isolated processes and replaces raw output with concise summaries.
Distinct from Tool Output Processors: Distinct from Tool Output Processors: specifically uses isolated subprocesses to prevent context overflow from large results.
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This project provides a system for managing agent context and session memory, featuring an agent context compactor, an AI session memory manager, and a tool output sandbox. It functions as a middleware layer and server extension for the Model Context Protocol to optimize context windows and reduce token usage. The system optimizes agent performance by sandboxing tool outputs and externalizing large data sets, replacing raw I/O with pointers and concise summaries. It employs a persistent knowledge base that indexes session history and tool outputs for retrieval via full-text search, ensuring s
Redirects data-heavy tool calls to isolated subprocesses and replaces raw output with concise summaries.