Claude Code multi-agent

Rag CLI

Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Uses Open Source / Free frameworks. Implements bridge to Claude Code CLI so no token use. And it's easy to setup.

53 stars 10 forksMulti-agent & worktrees Plugin marketplace Source

Install

Inside Claude Code
/plugin marketplace add https://github.com/ItMeDiaTech/rag-cli.git

Found in the project README. Check it for setup steps after installing.

From source
git clone https://github.com/ItMeDiaTech/rag-cli.git

From the README

RAG-CLI v2.0

DO NOT USE THIS TOOL FOR ANTHROPIC / CLAUDE - SEE BELOW

Just a heads-up, turns out Anthropic / Claude does not like it when you avoid token usage cost by routing traffic to the CLI tool from them. This shadow banned me from their platform when I was on their $200 a month plan. They refuse to respond after months of submitting an appeal, etc, and no project I worked on violated any aspect of their Terms. After research, I see many people have been banned on similar cases. You have been warned.

Local Retrieval-Augmented Generation system for Claude Code with Multi-Agent Framework integration.

A production-ready Claude Code plugin that combines ChromaDB vector embeddings with intelligent document retrieval and Multi-Agent Framework (MAF) orchestration for context-aware development assistance.

Project Status

Current Version: 2.0.0
Status: Production Ready (with known limitations documented in KNOWN_ISSUES.md)

Key Features:
- ChromaDB-based vector storage with HNSW indexing
- Hybrid search combining semantic and keyword matching
- Multi-Agent Framework for intelligent query routing
- Zero external API costs for document processing
- Comprehensive plugin system (hooks, MCP server, slash commands)

Alternative Project: For a standalone CLI experience with extended features, see dt-cli. Both projects are actively maintained and can be used together.

Overview

RAG-CLI is a production-ready local Retrieval-Augmented Generation system that enhances your development workflow by providing instant access to your project documentation, codebase context, and external resources. It works seamlessly with Claude Code as a native plugin, eliminating the need for external API calls while processing documents locally with enterprise-grade security and performance.

Why…
Read the full README on GitHub

Details

Language
Python
License
MIT
Last updated
22 March 2026
Topics
claudeclimafmulti-agentpluginpythonragvector

FAQ

What is Rag CLI?

Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Uses Open Source / Free frameworks. Implements bridge to Claude Code CLI so no token use. And it's easy to setup. It is a multi-agent for Claude Code, from ItMeDiaTech/rag-cli on GitHub.

How do I install Rag CLI?

Run /plugin marketplace add https://github.com/ItMeDiaTech/rag-cli.git inside Claude Code, then follow the setup in the README.

Is Rag CLI popular?

ItMeDiaTech/rag-cli has 53 GitHub stars and 10 forks. It was last updated on 22 March 2026.

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