MARM Memory
Local-first 3-in-1 AI memory layer and MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor.
AI ToolAI ProductivitymacOS, WindowsFree
4.5Visit
AI Tool
DreamGraph
A governed architecture cognition layer that gives MCP software projects a persistent knowledge graph.
Day 43 since launch · Launched 25 August 2026
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What is DreamGraph?
DreamGraph turns plans, architecture decisions and project knowledge into auditable execution through a persistent cognitive graph. It combines a daemon, CLI, browser Architect, VS Code extension and dashboard, and works across single repos, monorepos and multi-repo systems.
Pros
- Helps you understand large codebases and architecture decisions
- Works across repos, with a VS Code extension and dashboard
- Keeps AI outputs advisory until backed by governed checks
Cons
- Source-available licence rather than a standard open-source one
- A lot of concepts to learn before it pays off
Who should use DreamGraph
Developers working in large or multi-repo codebases who want AI grounded in their architecture.
Who may not need it
People working on small projects or who only want a chat-style coding assistant.
DreamGraph alternatives
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