Claude Context

关于

Claude Context is a powerful Model Context Protocol (MCP) plugin designed to equip AI coding assistants like Claude Code and Gemini CLI with comprehensive codebase understanding. It leverages semantic search and vector databases to efficiently retrieve relevant code snippets from millions of lines of code, ensuring AI agents have the necessary context for accurate code generation and analysis without excessive token usage. This solution helps developers avoid the cost and limitations of traditional context stuffing, making AI-powered coding more practical and scalable.

主要功能

• Employs intelligent AST-based code chunking for better context relevance
• Provides an entire codebase as semantic context to AI coding agents
• Integrates with scalable vector databases (Milvus, Zilliz Cloud) and various embedding providers (OpenAI, VoyageAI, Ollama, Gemini)
• Utilizes incremental indexing with Merkle trees for efficient updates
• Performs efficient semantic code search across large codebases using vector databases
• 1,383 GitHub stars

使用案例

• Enabling developers to perform context-aware semantic searches within their projects based on natural language queries
• Empowering AI coding assistants with deep codebase context for enhanced code generation and understanding
• Optimizing LLM interaction costs by providing precise, semantically relevant code snippets instead of large file dumps