giancarloerra/SocratiCode

Socraticode is a codebase intelligence tool that provides semantic search, dependency analysis, and impact tracking for large codebases through a local-first plugin architecture.

The tool addresses the challenge of understanding and navigating enterprise-scale codebases by combining hybrid semantic search with structural code analysis. It builds polyglot dependency graphs and performs symbol-level impact analysis to show how changes propagate through code. The approach works through local processing with optional cloud features, supporting integration as a plugin, skill, extension, or Model Context Protocol server. An interactive HTML viewer lets developers explore code relationships and cross-project dependencies while maintaining branch awareness.

Socraticode suits teams working with large, complex codebases who need to understand code impact before making changes. The zero-setup requirement and local-first design make it appropriate for organizations with privacy constraints or those wanting to avoid cloud dependencies. The tool's efficiency gains—reducing token usage and API calls while improving speed—make it particularly valuable when integrated with AI assistants for code analysis tasks.

The project shows active development with regular commits addressing core functionality and bug fixes. Work spans multiple areas including semantic search refinement, dependency graph construction, and viewer improvements. The codebase demonstrates attention to performance optimization and integration with various AI platforms and development environments.