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context-window-manager

dormant prototype

Context Window Manager

An MCP server that freezes and restores LLM session contexts with zero information loss using KV cache persistence

Context Window Manager (CWM) is an MCP server that solves the context exhaustion problem in LLM applications by freezing your current context to persistent storage, allowing you to later restore it with zero information loss. Unlike summarization or RAG approaches, CWM preserves the actual KV cache tensors, giving you true, lossless restoration.

Version
0.1.0
License
MIT
Kind
cli
Languages
Python, TypeScript, JavaScript
Lines of code
14,613
Last commit
2026-04-20 (0d ago)

Health signals

Tests: yes README: yes LICENSE: yes Buildable: unknown

Patterns proven here

caching signal-processing
Uses persistent KV cache storage to freeze and thaw LLM session contexts without data loss

Why it matters

The README explains that traditional approaches to handling context exhaustion in LLM applications result in loss of details when summarizing. By providing a way to freeze and restore contexts with zero information loss using KV cache persistence, CWM offers a superior solution to this problem.

Tags

pythonmcpcli
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