The brief
AI agents often lack context about the broader codebase structure. Ambiance MCP bridges this gap.
The approach
- Built as an MCP server for universal compatibility.
- Analyzes file relationships and project structure.
- Provides semantic understanding of the codebase to AI assistants.
The result
A seamless way for AI to navigate and understand complex repositories, improving code generation and debugging.