Context-Engine-AI/Context-Engine
Context-Engine MCP - Agentic Context Compression Suite
What it solves
It provides AI coding assistants with deep semantic understanding of a codebase, solving the problem of limited context and poor navigation in large or multi-repo projects. It enables assistants to perform complex code searches, track symbol relationships, and maintain persistent memory across sessions.
How it works
Context Engine integrates with AI assistants (like Claude Code, Cursor, Codex, and Windsurf) via "skills"—custom instructions and MCP (Model Context Protocol) tools. It uses an MCP bridge to connect a local codebase to the Context Engine backend, which indexes the code to enable semantic search, symbol graph navigation, and pattern recognition. Users can connect their codebase via a VS Code extension or a CLI tool that can run as a background daemon to watch for changes.
What it solves
It provides AI coding assistants with deep semantic understanding of a codebase, solving the problem of limited context and problem-solving in large or multi-repo projects. It enables assistants to perform complex code searches, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation, translation,................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................ 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translation,................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================............................................................................................................................................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translation,................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0...............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................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