Docamatic MCP Server for Pydantic AIGive Pydantic AI instant access to 8 tools to Add Elements To Pdf, Generate Image From Html, Generate Pdf From Html, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Docamatic through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
Ask AI about this App Connector for Pydantic AI
The Docamatic app connector for Pydantic AI is a standout in the Productivity category — giving your AI agent 8 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Docamatic "
"(8 tools)."
),
)
result = await agent.run(
"What tools are available in Docamatic?"
)
print(result.data)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Docamatic MCP Server
Connect your Docamatic account to any AI agent and take full control of your document automation and media production workflows through natural conversation.
Pydantic AI validates every Docamatic tool response against typed schemas, catching data inconsistencies at build time. Connect 8 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Document Orchestration — Convert raw HTML strings or live website URLs into professional, high-fidelity PDF and image files programmatically
- Template Intelligence — Create invoices, packing slips, and certificates by injecting dynamic data into predefined built-in templates directly through your agent
- PDF Manipulation — Draw new elements (text, QR codes, images) onto existing PDF documents or merge multiple files into a single finalized document
- Visual Intelligence — Capture high-quality full-page screenshots of any live website with automatic JavaScript rendering handling
- Workflow Monitoring — Access your complete directory of recently generated documents and monitor your production history directly from your agent
The Docamatic MCP Server exposes 8 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 8 Docamatic tools available for Pydantic AI
When Pydantic AI connects to Docamatic through Vinkius, your AI agent gets direct access to every tool listed below — spanning pdf-generation, html-to-pdf, document-automation, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Draw text or images onto an existing PDF
Convert HTML or URL to Image
Convert HTML or URL to PDF
g. invoice1, packing_slip1) with JSON data. Generate a PDF from a predefined template
List common document templates
List recently generated documents
Combine several PDF files into one
Handles rendering automatically. Capture a full-page website screenshot
Connect Docamatic to Pydantic AI via MCP
Follow these steps to wire Docamatic into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Pydantic AI
pip install pydantic-aiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use Pydantic AI with the Docamatic MCP Server
Pydantic AI provides unique advantages when paired with Docamatic through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Docamatic integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Docamatic connection logic from agent behavior for testable, maintainable code
Docamatic + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Docamatic MCP Server delivers measurable value.
Type-safe data pipelines: query Docamatic with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Docamatic tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Docamatic and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Docamatic responses and write comprehensive agent tests
Example Prompts for Docamatic in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Docamatic immediately.
"Generate a professional PDF of the website 'https://vinkius.com'."
"Create an invoice for 'Acme Corp' using the 'invoice3' template."
"Take a full-page screenshot of 'https://news.google.com'."
Troubleshooting Docamatic MCP Server with Pydantic AI
Common issues when connecting Docamatic to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiDocamatic + Pydantic AI FAQ
Common questions about integrating Docamatic MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.