GitHub Copilot、Kiro 及其他兼容 MCP 的编辑器中基于 AI 驱动的语义搜索代码库

一个模型上下文协议（MCP）服务器，使AI编辑能够利用谷歌的Gemini嵌入和Qdran矢量存储搜索并理解你的代码库。

支持编辑：

• ✅ 使用 GitHub Copilot 的 VS Code
• ✅ 与鲁·克莱恩的VS代码
• ✅ GitHub Copilot CLI
• ✅ 谷歌 Gemini CLI
• ✅ Kiro AI 编辑器
• ✅ 任何兼容MCP的编辑器

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📚 快速导航

🚀 开始

• ** 📖 完整文档** - 完整文档
• ** ⚙️ 设置指南 - VS Code** - VS Code Copilot 安装
• ** 🖥️ 设置指南 - CLI** - GitHub Copilot CLI 安装
• ** 🤖 设置指南 - Gemini CLI** - Google Gemini CLI 安装
• ** 🎯 安装指南 - Kiro** - Kiro AI 编辑器安装
• ** 🦘 安装指南 - Roo Cline** - Roo Cline安装（VS代码）
• ** ⚡ 快速参考** - 命令速查表
• ** 🗺️ 导航指南** - 快速查找任何文档

💻 开发者

• 源代码结构 - 代码组织
• MCP 服务器指南 - 构建您自己的 MCP 服务器
• 路线图 - 未来计划

🔧 资源

MCP Codebase Index Server

AI-powered semantic search for your codebase in GitHub Copilot, Kiro, and other MCP-compatible editors

A Model Context Protocol (MCP) server that enables AI editors to search and understand your codebase using Google’s Gemini embeddings and Qdrant vector storage.

Supported Editors:

• ✅ VS Code with GitHub Copilot
• ✅ VS Code with Roo Cline
• ✅ GitHub Copilot CLI
• ✅ Google Gemini CLI
• ✅ Kiro AI Editor
• ✅ Any MCP-compatible editor

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📚 Quick Navigation

🚀 Getting Started

• 📖 Full Documentation - Complete documentation
• ⚙️ Setup Guide - VS Code - Installation for VS Code Copilot
• 🖥️ Setup Guide - CLI - Installation for GitHub Copilot CLI
• 🤖 Setup Guide - Gemini CLI - Installation for Google Gemini CLI
• 🎯 Setup Guide - Kiro - Installation for Kiro AI Editor
• 🦘 Setup Guide - Roo Cline - Installation for Roo Cline (VS Code)
• ⚡ Quick Reference - Command cheat sheet
• 🗺️ Navigation Guide - Find any doc quickly

💻 For Developers

• Source Code Structure - Code organization
• MCP Server Guide - Build your own MCP server
• Roadmap - Future plans

🔧 Resources

• Qdrant Setup - Get Qdrant credentials
• Testing Guide - Test search functionality
• Prompt Enhancement Guide - Use prompt enhancement effectively
• Vector Visualization Guide - Visualize your codebase
• Changelog - Version history

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✨ Features

• 🔍 Semantic Search - Find code by meaning, not just keywords
• 🎯 Smart Chunking - Automatically splits code into logical functions/classes
• 🔄 Incremental Indexing - Only re-indexes changed files (90%+ time savings)
• 💾 Auto-save Checkpoints - Saves progress every 10 files, resume anytime
• 📊 Real-time Progress - Track indexing with ETA and performance metrics
• ⚡ Parallel Processing - 25x faster indexing with batch execution
• 🔄 Real-time Watch - Auto-updates index on file changes
• 🌐 Multi-language - Supports 15+ programming languages
• ☁️ Vector Storage - Uses Qdrant for persistent storage
• 🤖 Prompt Enhancement - AI-powered query improvement (optional)
• � Vector Visualization - 2D/3D UMAP visualization of your codebase