DevRag Local RAG System

Example Use Cases

• 1

  Perform fast and efficient semantic search over large local documentation repositories.

• 2

  Reduce token usage when accessing developer documents in Claude Code.

• 3

  Automatic document discovery and indexing with support for markdown files and multiple languages.

Description

DevRag is a lightweight RAG system designed specifically for developers using Claude Code. It reduces token consumption by retrieving only relevant document chunks via vector search, making searches up to 15 times faster and 40 times more token-efficient than traditional document reading. It supports markdown files, multiple languages, cross-platform usage, and can be used as both a CLI tool and an MCP server.