About

Context Mode is an MCP (Model Context Protocol) server developed by mksglu, designed to address large language model (LLM) context window limitations. It achieves up to 98% context reduction by sandboxing tool outputs, preventing raw data from flooding the context. The product ensures session continuity by tracking events in SQLite and using FTS5 for relevant data retrieval, allowing LLMs to maintain state across conversations. Furthermore, it promotes treating LLMs as code generators for analysis and implements aggressive output compression, reducing token usage by 65-75% while maintaining technical accuracy, significantly enhancing AI agent efficiency and context management.

Features

• Up to 98% Context Window Usage Optimization
• Stateful Session Continuity with SQLite/FTS5 Memory
• LLM as Code Generator Paradigm for Analysis
• Intelligent Output Compression (65-75% Token Reduction)
• Multi-platform Integration (e.g., Claude Code, Gemini CLI, VS Code Copilot, OpenClaw)

Supported Platforms