{"id":"mermaid-mcp-server","name":"GittyBurstein/mermaid-mcp-server","af_score":70.0,"security_score":49.0,"reliability_score":47.5,"what_it_does":"**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.","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-22T00:23:19.028941+00:00","has_mcp":true,"has_api":true,"auth_methods":[],"has_free_tier":false,"known_gotchas":[],"error_quality":null}