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README.md

FileSystem Context Example

Local directory search via MCP protocol with AI-powered Q&A and code review.

Prerequisites

Install the auggie CLI:

auggie --version

Usage

# Authenticate (for AI features)
auggie login

# Run the example (from the context directory)
cd examples/python-sdk/context
python -m filesystem_context

# Or run directly
python filesystem_context/main.py

What It Does

  • Spawns auggie --mcp process for file system operations
  • Searches local directories without explicit indexing
  • Uses search_and_ask() for AI Q&A about the workspace
  • Performs AI-powered code review
  • Explains code patterns

Key Features

  • search(): Semantic search over local files
  • search_and_ask(): One-step AI Q&A about workspace
  • MCP Protocol: Standardized context access
  • Auto-indexing: Files indexed on-the-fly