claude-context

05 / Claude Context 把整個codebase存進向量資料庫，用語意搜尋只把相關程式碼放進context 大型專案省掉每次載入整個資料夾的成本 需要準備向量資料庫和embedding的API金鑰 zilliztech/claude-context

Claude Context: Code search MCP for Claude Code. Make entire codebase the context for any coding agent (13k stars) What it does All text below is quoted directly from the project README. >Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase. Your Entire Codebase as Context: : Claude Context uses semantic search to find all relevant code from millions of lines. No multi-round discovery needed. It brings results straight into the Claude's context. Cost-Effective for Large Codebases: Instead of loading entire directories into Claude for every request, which can be very expensive, Claude Context efficiently stores your codebase in a vector database and only uses related code in context to keep your costs manageable. Available Tools 1. index_codebase Index a codebase directory for hybrid search (BM25 + dense vector). 2. search_code Search the indexed codebase using natural language queries with hybrid search (BM25 + dense vector). 3. clear_index Clear the search index for a specific codebase. 4. get_indexing_status Get the current indexing status of a codebase. Shows progress percentage for actively indexing codebases and completion status for indexed codebases. Implementation Details - Hybrid Code Search: Ask questions like find functions that handle user authentication and get relevant, context-rich code instantly using advanced hybrid search (BM25 + dense vector). - Context-Aware: Discover large codebase, understand how different parts of your codebase relate, even across millions of lines of code. - Incremental Indexing: Efficiently re-index only changed files using Merkle trees. - Intelligent Code Chunking: Analyze code in Abstract Syntax Trees (AST) for chunking. - Scalable: Integrates with Zilliz Cloud for scalable vector search, no matter how large your codebase is. - Customizable: Configure file extensions, ignore patterns, and embedding models. Repository zilliztech/claude-context