Bruin
FreeNot checkedMCP server for AI agents to read, write, and organize notes in a local-first, human-in-the-loop note-taking app.
About
MCP server for AI agents to read, write, and organize notes in a local-first, human-in-the-loop note-taking app.
README
The note-taking app built for AI agents — local-first, MCP-native, human-in-the-loop.
AI agents don't just answer questions. They should read, write, and organize your knowledge — with your approval.
Mac App Store · Direct Download · bruin.me
Direct download only: if macOS shows "app is damaged":
xattr -cr /Applications/Bruin.app
Quick Start — Claude Code / OpenClaw
Tell Claude this one sentence:
Read https://bruin.me/skills.md and help me install and set up Bruin.
Claude will read the skills file, walk you through adding the MCP config, and start using your knowledge base immediately.
Or set up manually in 2 steps:
1. Add to your MCP config (auto-writes the correct config):
/Applications/Bruin.app/Contents/MacOS/bruin --write-config
This writes to ~/.claude.json. The MCP server is built into the app — no npm, no Node.js required.
2. Install the Claude Code skill (makes Claude natively understand Bruin across all sessions):
/Applications/Bruin.app/Contents/MacOS/bruin --install-skill
That's it. Claude can now write notes, run daily logs, do research capture, build knowledge graphs, and more — all through natural conversation.
What Makes Bruin Different
| Traditional Note Apps | Bruin |
|---|---|
| AI is a sidebar chatbot | AI agents have 60 MCP tools — full CRUD, search, tagging, workflows |
| Notes are for humans only | Notes flow through draft → review → published — agents write, humans approve |
| Cloud-dependent | Local-first SQLite + iCloud sync — your data never leaves your machine |
| Flat file lists | Knowledge graph with [[wiki-links]], backlinks, force-directed visualization |
MCP Primitives
4 Prompts — Invoke directly in Claude Code
/mcp:bruin-notes:daily_log # Append to today's log
/mcp:bruin-notes:research_capture topic="AI frameworks" # Save research from any source
/mcp:bruin-notes:weekly_review # Summarize the week's notes
/mcp:bruin-notes:link_knowledge note_id="<id>" # Build wiki-links between notes
4 Resources — Reference with @bruin
| Resource | Contents |
|---|---|
bruin://notes |
All notes list |
bruin://notes/{id} |
Single note content |
bruin://tags |
All tags with counts |
bruin://daily |
Today's daily note |
60 Tools — Full reference at bruin.me/skills.md
| Category | Count | Key tools |
|---|---|---|
| Notes & Search | 16 | create_note, append_to_note, search_notes, semantic_search, advanced_query |
| Knowledge Graph | 3 | get_knowledge_graph, get_forward_links, get_backlinks |
| Agent Registry | 6 | register_agent, get_agent_audit_log, set_current_agent |
| Workspaces | 7 | create_workspace, bind_agent_workspace, switch_workspace |
| Tasks & Workflows | 10 | create_task, assign_task, create_workflow_template, execute_workflow |
| Webhooks | 6 | register_webhook, test_webhook, get_webhook_logs |
| Settings & Export | 5 | get_setting, export_note_markdown, export_note_html |
| Utility | 3 | pin_note, restore_note, list_tags |
Features
| Area | What you get |
|---|---|
| Editor | TipTap markdown with syntax highlighting, tables, images, slash commands |
| Search | FTS5 full-text + semantic search (all-MiniLM-L6-v2, auto-indexed) |
| Knowledge Graph | D3 force-directed visualization, backlinks, BFS traversal |
| Agent Registry | Register, track, and audit every agent that touches your notes |
| Task Management | Create, assign, and track tasks linked to notes and agents |
| Workflow Templates | Multi-step agent automation with variable chaining |
| Webhooks | HMAC-SHA256 signed callbacks with delivery logs and retry |
| iCloud Sync | Bidirectional sync with SHA-256 conflict resolution |
| 6 Themes | Dark Graphite, Charcoal, Solarized, Nord, Dracula, and more |
Architecture
AI Agent ──MCP (stdio)──► MCP Server (Node.js) ──► SQLite ◄── Rust Backend ◄──IPC──► React Frontend
│
iCloud Sync
(bidirectional .md files)
All three processes share the same SQLite database at ~/Library/Application Support/com.bruin.app/bruin.db. The MCP server notifies the Tauri app of changes via a trigger file that the file watcher detects.
| Layer | Technology |
|---|---|
| Desktop Shell | Tauri 2 |
| Backend | Rust, SQLite (WAL + FTS5), rusqlite |
| Frontend | React 19, TipTap, Zustand, D3 |
| Agent Protocol | MCP SDK (TypeScript) — Tools + Resources + Prompts |
| Embeddings | @huggingface/transformers (all-MiniLM-L6-v2, local) |
| Sync | iCloud Drive + notify file watcher |
Development
Prerequisites
- Node.js 18+
- Rust (stable) via rustup
- Xcode Command Line Tools
Setup
npm install
cd mcp-server && npm install && cd ..
npm run tauri dev # Vite + Tauri hot reload
Build
npm run tauri build # → .dmg in src-tauri/target/release/bundle/
Tests
npm test # Frontend (Vitest)
cd mcp-server && npm test # MCP server (96 tests)
cd src-tauri && cargo check # Rust type check
cd src-tauri && cargo clippy # Rust lint
Roadmap
- iOS / iPadOS companion app (read + quick capture)
- Collaborative workspaces (multi-user, shared knowledge graphs)
- Plugin system for custom MCP tool bundles
- PDF / web clipper import with auto-tagging
- End-to-end encryption for synced notes
Releasing
Version is tracked in three files (keep in sync): package.json, src-tauri/Cargo.toml, src-tauri/tauri.conf.json.
git tag v1.0.0
git push origin master --tags
GitHub Actions builds .dmg for Apple Silicon and Intel, then auto-publishes to Releases. See CHANGELOG.md for version history.
License
Installing Bruin
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/sawzhang/bruinFAQ
Is Bruin MCP free?
Yes, Bruin MCP is free — one-click install via Unyly at no cost.
Does Bruin need an API key?
No, Bruin runs without API keys or environment variables.
Is Bruin hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Bruin in Claude Desktop, Claude Code or Cursor?
Open Bruin on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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