Summary
This connects Claude to a multi-tenant document intelligence platform that converts PDFs, DOCX, PPTX, XLSX, and other formats into indexed Markdown with section markers. You get five tools: get_manifest for the full document index, search_documents for full-text queries, get_document to load complete files, get_section to fetch specific chunks, and list_documents for inventory. The pipeline preserves images via Cloudflare R2 and infers structure from PDFs using headings and numbering patterns. Each tenant gets an isolated MCP server over streamable HTTP. Reach for this when you need Claude to search and retrieve from an enterprise knowledge base without manually copying docs into context windows.
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one prompt install →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 stringNEXT_PUBLIC_CLERK_PUBLISHABLE_KEY/CLERK_SECRET_KEY— Clerk authR2_ACCOUNT_ID/R2_ACCESS_KEY_ID/R2_SECRET_ACCESS_KEY— Cloudflare R2R2_BUCKET_NAME/R2_PUBLIC_URL— R2 bucket configMCP_API_KEY— Per-tenant MCP server auth (Render only)
License
Proprietary — Copyright (c) 2026 MR Dula Enterprise, LLC. All rights reserved.
Contact: matt@mrdula.solutions
Featured
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
