Composer – Diagram Your Codebase with MCP
MCP wrapper around codebase diagramming when Mermaid and PlantUML already exist.
Software architecture diagramming tool. Includes a modern easy to use Frontend + Backend + CLI to enable managing diagrams from the shell or in CI.
Agent-powered diagram generation from codebases beats manual C4 modeling.
Software architects, engineering teams
CodeSee · Sourcegraph · Structurizr
MCP wrapper around codebase diagramming when Mermaid and PlantUML already exist.
Git-based slop metric is clever, but the author admits results are often wrong.
Another AI diagram generator when Mermaid AI and Lucidchart already exist.
Interactive architecture diagrams for Flask and Zod without login or wait time.
Tree-sitter + agentic flow ~50x faster than raw LLM calls, but codebase visualization is crowded category.
Git metaphor for agent memory is clever; execution and adoption remain unproven.