# Rag Code Mcp

> Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-language support (Go, PHP/Laravel/WP, JS/TS/React, Python), 100% local LLMs (Ollama), and vector search (Qdrant) for AI IDEs like Cursor, Windsurf, Copilot, and Claude.

- **Type:** MCP server
- **Install:** `agentstack add mcp-doitmagic-rag-code-mcp`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [doITmagic](https://agentstack.voostack.com/s/doitmagic)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [doITmagic](https://github.com/doITmagic)
- **Source:** https://github.com/doITmagic/rag-code-mcp
- **Website:** https://doitmagic.github.io/rag-code-mcp/

## Install

```sh
agentstack add mcp-doitmagic-rag-code-mcp
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# RagCode MCP - Make Your Codebase AI-Ready

> **The privacy-first MCP server that transforms any repository into an AI-ready codebase with semantic search and RAG.**

RagCode is a **Model Context Protocol (MCP) server** that instantly makes your project **AI-ready**. It enables AI assistants like **GitHub Copilot**, **Cursor**, **Windsurf**, and **Claude** to understand your entire codebase through **semantic vector search**, bridging the gap between your code and Large Language Models (LLMs).

Built with the official [Model Context Protocol Go SDK](https://github.com/modelcontextprotocol/go-sdk), RagCode provides **9 powerful tools** to index, search, and analyze code, making it the ultimate solution for **AI-ready software development**.

## ⚡ One-Command Installation

**No Go, no build tools, no configuration needed. Just Docker.**

### Linux (amd64)
```bash
curl -fsSL https://github.com/doITmagic/rag-code-mcp/releases/latest/download/rag-code-mcp_linux_amd64.tar.gz | tar xz && ./ragcode-installer -ollama=docker -qdrant=docker
```

### macOS (Apple Silicon / Intel)
```bash
# Apple Silicon (M1/M2/M3)
curl -fsSL https://github.com/doITmagic/rag-code-mcp/releases/latest/download/rag-code-mcp_darwin_arm64.tar.gz | tar xz && ./ragcode-installer -ollama=docker -qdrant=docker

# Intel Macs
curl -fsSL https://github.com/doITmagic/rag-code-mcp/releases/latest/download/rag-code-mcp_darwin_amd64.tar.gz | tar xz && ./ragcode-installer -ollama=docker -qdrant=docker
```

### Windows (PowerShell)
```powershell
Invoke-WebRequest -Uri "https://github.com/doITmagic/rag-code-mcp/releases/latest/download/rag-code-mcp_windows_amd64.zip" -OutFile "ragcode.zip"; Expand-Archive ragcode.zip -DestinationPath . -Force; .\ragcode-installer.exe -ollama=docker -qdrant=docker
```

**That's it!** The installer automatically:
- ✅ Downloads and installs the `rag-code-mcp` binary
- ✅ Sets up Ollama and Qdrant in Docker containers
- ✅ Downloads required AI models (`phi3:medium`, `mxbai-embed-large`)
- ✅ Configures your IDE (VS Code, Cursor, Windsurf, Claude Desktop)
- ✅ Adds binaries to your PATH

### 🔄 Keep Updated

The auto-update feature is available starting with **v1.1.18**.

**How to Upgrade:**

1.  **If you are on an older version (

**Built with ❤️ for developers who want smarter AI code assistants**

⭐ **[Star us on GitHub](https://github.com/doITmagic/rag-code-mcp)** if RagCode helps your workflow!

**Questions?** [Open an Issue](https://github.com/doITmagic/rag-code-mcp/issues) • [Read the Docs](./QUICKSTART.md) • [Join Discussions](https://github.com/doITmagic/rag-code-mcp/discussions)

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [doITmagic](https://github.com/doITmagic)
- **Source:** [doITmagic/rag-code-mcp](https://github.com/doITmagic/rag-code-mcp)
- **License:** MIT
- **Homepage:** https://doitmagic.github.io/rag-code-mcp/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** yes
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-doitmagic-rag-code-mcp
- Seller: https://agentstack.voostack.com/s/doitmagic
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.