DocDeploy

Enterprise document intelligence platform. Upload docs, PDFs, manuals, and notes — DocDeploy converts them to indexed Markdown and serves them via per-tenant MCP servers so AI agents can query your knowledge base.

How It Works

Upload → Convert to Markdown → Inject Section Markers → Index → Serve via MCP

Upload any document (PDF, DOCX, PPTX, XLSX, HTML, TXT, CSV, JSON, XML)
Convert to clean, structured Markdown with images preserved
Index sections with navigational markers and full-text search
Connect AI agents via MCP — they can search, browse, and read your docs

Architecture

┌─────────────────────────────────────────┐
│  apps/app        Next.js dashboard      │  ← Vercel
│  apps/web        Marketing site         │  ← Vercel
├─────────────────────────────────────────┤
│  packages/lib         Converter pipeline│
│  packages/db          Drizzle + Neon    │
│  packages/workers     Background jobs   │  ← Render
│  packages/mcp-server  MCP per tenant    │  ← Render
└─────────────────────────────────────────┘

Tech Stack

Layer	Technology
Frontend	Next.js 16, Tailwind CSS, Clerk Auth
Database	PostgreSQL (Neon), Drizzle ORM
Storage	Cloudflare R2
Queue	pg-boss
MCP	@modelcontextprotocol/sdk (Streamable HTTP)
Hosting	Vercel (frontend), Render (workers + MCP)

MCP Tools

Each tenant's MCP server exposes 5 tools:

Tool	Description
`get_manifest`	Full document index — start here
`search_documents`	Full-text search across all docs and sections
`get_document`	Load a full document with section markers
`get_section`	Load a specific section by marker
`list_documents`	List all available documents

Document Processing Pipeline

PDF — pdf-parse v2 with structure inference (chapters, numbered sections, all-caps headings)
DOCX — mammoth with image extraction to R2
PPTX — adm-zip XML parsing with slide image extraction
XLSX — SheetJS with multi-sheet markdown table output
HTML — Turndown with table preservation and nav/footer stripping
CSV/TSV — SheetJS for robust quoted field handling
TXT — Structure inference for unstructured text
JSON/XML — Formatted code block wrapping

Monorepo Structure

docdeploy/
├── apps/
│   ├── app/              # Dashboard (Next.js)
│   └── web/              # Marketing site (Next.js)
├── packages/
│   ├── db/               # Schema + Drizzle config
│   ├── lib/              # Converter, markers, R2, token counter
│   ├── mcp-server/       # MCP server (stdio + HTTP)
│   └── workers/          # Background document processor
├── render.yaml           # Render blueprint
├── turbo.json            # Turborepo config
└── package.json          # Workspace root

Development

# Install dependencies
npm install

# Run the dashboard locally
npm run dev:app

# Run the marketing site
npm run dev:web

Environment Variables

See .env.example for the full list. Required:

DATABASE_URL — Neon PostgreSQL connection string
NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY / CLERK_SECRET_KEY — Clerk auth
R2_ACCOUNT_ID / R2_ACCESS_KEY_ID / R2_SECRET_ACCESS_KEY — Cloudflare R2
R2_BUCKET_NAME / R2_PUBLIC_URL — R2 bucket config
MCP_API_KEY — Per-tenant MCP server auth (Render only)

License

Contact: matt@mrdula.solutions