Dawn Haze interface
A light desktop workspace with warm paper surfaces, compact controls, and shadcn/ui polish.
0.5.2 · Dawn Haze UI refresh
ChatCrystal
A calm local workspace that turns AI coding conversations into notes, tag graphs, Markdown exports, and reusable context for your next agent session.
5
AI coding sources
Local
SQLite + vector index
MCP
Recall knowledge from agents
localhost:3721
Dawn Haze
SQLite · Vector · MCP
Works with your favorite AI coding tools
Claude Code JSONL conversations
Cursor Workspace history
Codex CLI Session events
Trae Agent task history
GitHub Copilot Chat sessions
From chat history to reusable knowledge
01
Import
Scan Claude Code, Cursor, Codex CLI, Trae, and Copilot histories from your machine.
02 
Crystallize
LLMs extract summaries, decisions, code snippets, source metadata, and tags.
03
Explore
Search semantically, browse notes, and inspect the tag-based knowledge graph.
04
Reuse
Export Markdown or let MCP recall the right memories inside your agent workflow.
What changed in 0.5.x
A brighter workspace for serious recall
Tag knowledge graph
Tags become knowledge-point nodes with readable neighborhoods, details, and project context.
Sharper semantic search
Natural-language results now balance embeddings with lexical signal so weak hits stay out.
Markdown export
Save a note as clean Markdown with localized headings and minimal frontmatter.
mcp://chatcrystalLOCAL
$crystal mcp
toolrecall_for_task project=ChatCrystal
matchDawn Haze theme tokens · 0.92
writetask memory saved locally
Agent memory loop
MCP tools recall and write reusable task memories from the same local knowledge base.
Desktop and cloud controls
Use the tray app, manual update checks, token access, and optional personal cloud deployment.
Your machinelocal-first
AI conversations
Claude CodeCursorCodex CLITraeCopilot
ChatCrystal
SQLite
on device
Vector Index
on device
MCP
on device
Your data stays local
Never leaves your machine
SQLite local storage, zero cloud dependency
Fully open source
Apache-2.0 licensed, transparent and auditable
You're in control
Choose your LLM provider — supports Ollama for fully local AI
CLI + MCP
Keep the workflow close to the terminal
The same local server powers the desktop app, REST API, CLI, and MCP memory tools.
REST APIDesktopCLIMCP
crystal
$crystal import --source codex
scan local sessions
$crystal search "jwt cache strategy"
semantic recall
$crystal mcp
serve agent tools