GittyBurstein

Mermaid MCP Server is an MCP server that helps agents turn large codebases (local folders or GitHub repositories) into Mermaid diagrams and render them as PNG images via Kroki, enabling fast, reliable understanding of a project’s structure and flow. When working with a new codebase, it’s easy to lose time jumping between folders and files. This server provides a clean, tool-based workflow for agen