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zilliztech/claude-context

An MCP plugin that provides AI coding agents like Claude Code with deep, cost-effective context from an entire codebase through semantic search.

Core Features

Semantic search across the entire codebase.

Provides deep context for AI coding agents.

Cost-effective for large codebases by using vector databases.

Integrates via Model Context Protocol (MCP).

Supports Claude Code, OpenAI Codex CLI, and Gemini CLI.

Quick Start

claude mcp add claude-context -e OPENAI_API_KEY=sk-your-openai-api-key -e MILVUS_ADDRESS=your-zilliz-cloud-public-endpoint -e MILVUS_TOKEN=your-zilliz-cloud-api-key -- npx @zilliz/claude-context-mcp@latest

Detailed Introduction

Claude Context is an innovative Model Context Protocol (MCP) plugin designed to overcome the context window limitations of AI coding agents. By leveraging semantic search and vector databases, it efficiently indexes and retrieves relevant code snippets from an entire codebase, making millions of lines of code accessible as context for AI agents like Claude Code. This approach not only enhances the AI's understanding and coding capabilities but also significantly reduces operational costs associated with processing large codebases, offering a scalable and intelligent solution for modern software development.