Parsec is an intelligent codebase analyzer that maps and explores GitHub repositories with incremental context building. It transforms complex codebases into visual diagrams and enables natural language queries about the code structure.
Parsec systematically analyzes GitHub repositories by progressively building contextual understanding of the codebase. It generates interactive diagrams using Mermaid.js to visualize project structure, dependencies, and relationships. Users can ask natural language questions about the repository, and Parsec provides insights based on its accumulated context.
- Repository Analysis: GitHub APIs fetch repository contents, commits, and metadata
- Context Building: Incremental parsing of files to build comprehensive codebase understanding
- Diagram Generation: Mermaid.js creates visual representations of code structure and relationships
- AI-Powered Queries: Vercel AI SDK enables agentic workflows and orchestration of the codebase
- Visualization: Interactive diagrams display project architecture, file hierarchies, and dependency graphs
- Frontend: Next.js
- API Integration: GitHub apis
- Visualization: Mermaid.js for diagram generation
- AI Integration: Vercel AI SDK for agent orchestration
- State Management: Zustand
Parsec enables developers and teams to quickly understand complex codebases through visual representations and conversational interfaces. It reduces onboarding time for new projects, facilitates code reviews, and provides an accessible way to explore unfamiliar repositories through natural language queries. 