AI Agent Plugin
5.9k 2026-04-17
zilliztech/claude-context
Enhances AI coding agents like Claude Code with semantic search, providing deep, cost-effective context from the entire codebase.
Core Features
Semantic code search across the entire codebase.
Cost-effective context for large codebases using vector databases.
Integrates with AI coding agents via Model Context Protocol (MCP).
Utilizes Zilliz Cloud for vector database and OpenAI for embedding models.
Quick Start
claude mcp add claude-context -e OPENAI_API_KEY=sk-your-openai-api-key -e MILVUS_TOKEN=your-zilliz-cloud-api-key -- npx @zilliz/claude-context-mcp@latestDetailed Introduction
Claude Context is an innovative MCP plugin designed to empower AI coding agents, such as Claude Code, with an unparalleled understanding of an entire codebase. By leveraging semantic search and vector databases, it efficiently extracts and provides highly relevant code snippets as context, eliminating the need for multi-round discovery. This approach not only significantly enhances the AI's ability to assist developers but also drastically reduces operational costs associated with processing large codebases, making advanced AI assistance both powerful and economical.