mcp-codebase-index

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

[](https://www.npmjs.com/package/@ngotaico/mcp-codebase-index) [](https://opensource.org/licenses/MIT)

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

---

• [📖 Full Documentation](./docs/README.md) - Complete documentation
• [⚙️ Setup Guide - VS Code](./docs/SETUP.md) - Installation for VS Code Copilot
• [🖥️ Setup Guide - CLI](./docs/guides/COPILOT_CLI_SETUP.md) - Installation for GitHub Copilot CLI
• [🤖 Setup Guide - Gemini CLI](./docs/guides/GEMINI_CLI_SETUP.md) - Installation for Google Gemini CLI
• [🎯 Setup Guide - Kiro](./docs/guides/KIRO_SETUP.md) - Installation for Kiro AI Editor
• [🦘 Setup Guide - Roo Cline](./docs/guides/ROO_CLINE_SETUP.md) - Installation for Roo Cline (VS Code)
• [⚡ Quick Reference](./docs/QUICK_REF.md) - Command cheat sheet
• [🗺️ Navigation Guide](./docs/NAVIGATION.md) - Find any doc quickly

• [Source Code Structure](./src/README.md) - Code organization
• [MCP Server Guide](./docs/guides/mcp-server-guide.md) - Build your own MCP server
• [Roadmap](./docs/planning/IMPROVEMENT_PLAN.md) - Future plans

• [Qdrant Setup](./docs/guides/QDRANT_CLOUD_SETUP.md) - Get Qdrant credentials
• [Testing Guide](./docs/guides/TEST_SEARCH.md) - Test search functionality
• [Prompt Enhancement Guide](./docs/guides/PROMPT_ENHANCEMENT_GUIDE.md) - Use pr