Vault.MCP / spaces_README.md
bigwolfe
vault multi tenancy
bc6b6db
metadata
title: Document Viewer
emoji: πŸ“š
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit

Document Viewer - AI-Powered Documentation System

An Obsidian-style documentation system where AI agents and humans collaborate on creating and maintaining documentation.

⚠️ Demo Mode

This is a demonstration instance with ephemeral storage.

  • All data is temporary and resets on server restart
  • Demo content is automatically seeded on each startup
  • For production use, deploy your own instance with persistent storage

🎯 Features

  • Wikilinks - Link between notes using [[Note Name]] syntax
  • Full-Text Search - BM25 ranking with recency bonus
  • Backlinks - Automatically track note references
  • Split-Pane Editor - Live markdown preview
  • MCP Integration - AI agents can read/write via Model Context Protocol
  • Multi-Tenant - Each user gets an isolated vault (HF OAuth)

πŸš€ Getting Started

  1. Click "Sign in with Hugging Face" to authenticate
  2. Browse the pre-seeded demo notes
  3. Try searching, creating, and editing notes
  4. Check out the wikilinks between documents

πŸ€– AI Agent Access (MCP)

After signing in, go to Settings to get your API token for MCP access:

{
  "mcpServers": {
    "obsidian-docs": {
      "url": "https://YOUR_USERNAME-Document-MCP.hf.space/mcp",
      "transport": "http",
      "headers": {
        "Authorization": "Bearer YOUR_JWT_TOKEN"
      }
    }
  }
}

For local experiments you can still run the MCP server via STDIOβ€”use the "Local Development" snippet shown in Settings.

AI agents can then use these tools:

  • list_notes - Browse vault
  • read_note - Read note content
  • write_note - Create/update notes
  • search_notes - Full-text search
  • get_backlinks - Find references
  • get_tags - List all tags

πŸ—οΈ Tech Stack

Backend:

  • FastAPI - HTTP API server
  • FastMCP - MCP server for AI integration
  • SQLite FTS5 - Full-text search
  • python-frontmatter - YAML metadata

Frontend:

  • React + Vite - Modern web framework
  • shadcn/ui - UI components
  • Tailwind CSS - Styling
  • react-markdown - Markdown rendering

πŸ“– Documentation

Key demo notes to explore:

  • Getting Started - Introduction and overview
  • API Documentation - REST API reference
  • MCP Integration - AI agent configuration
  • Wikilink Examples - How linking works
  • Architecture Overview - System design
  • Search Features - Full-text search details

βš™οΈ Deploy Your Own

Want persistent storage and full control? Deploy your own instance:

  1. Clone the repository
  2. Set up HF OAuth app
  3. Configure environment variables
  4. Deploy to HF Spaces or any Docker host

See DEPLOYMENT.md for detailed instructions.

πŸ”’ Privacy & Data

  • Multi-tenant: Each HF user gets an isolated vault
  • Demo data: Resets on restart (ephemeral storage)
  • OAuth: Secure authentication via Hugging Face
  • No tracking: We don't collect analytics or personal data

πŸ“ License

MIT License - See LICENSE file for details

🀝 Contributing

Contributions welcome! Open an issue or submit a PR.


Built with ❀️ for the AI-human documentation collaboration workflow