PDF.co MCP Server for Pydantic AIGive Pydantic AI instant access to 12 tools to Check Job Status, Extract Pdf Meta, Get Account Info, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect PDF.co 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 PDF.co app connector for Pydantic AI is a standout in the Industry Titans category — giving your AI agent 12 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 PDF.co "
"(12 tools)."
),
)
result = await agent.run(
"What tools are available in PDF.co?"
)
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 PDF.co MCP Server
Connect your PDF.co account to any AI agent and take full control of your document orchestration and data extraction through natural conversation. PDF.co provides a professional-grade suite of tools for PDF manipulation, allowing you to convert files to various formats, perform high-fidelity OCR on scanned images, and manage document security directly from your chat interface.
Pydantic AI validates every PDF.co tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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 Conversion Orchestration — Convert PDFs and images to plain text, JSON, CSV, or XML programmatically to ensure your data pipelines are always synchronized.
- High-Fidelity OCR Intelligence — Perform high-resolution OCR on scanned documents and handwritten text directly from the AI interface to extract critical metadata.
- Data Extraction & Merging — Extract tables and metadata or merge multiple PDF files via natural language to maintain a high-fidelity document repository.
- Security & Protection Control — Add or remove password protection and manage PDF security settings using simple AI commands.
- Operational Monitoring — Track background job statuses and manage account balance to ensure your document production is always optimized.
The PDF.co MCP Server exposes 12 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 12 PDF.co tools available for Pydantic AI
When Pydantic AI connects to PDF.co through Vinkius, your AI agent gets direct access to every tool listed below — spanning pdf-manipulation, ocr, data-extraction, 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.
Check async job status
Extract PDF metadata with AI
co account and credit balance. Get account information
Merge multiple PDFs
Perform OCR on an image
Convert PDF tables to CSV
Convert PDF to structured JSON
Convert PDF to plain text
Convert PDF to XML
Add password to PDF
Split a PDF
Remove password from PDF
Connect PDF.co to Pydantic AI via MCP
Follow these steps to wire PDF.co 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 PDF.co MCP Server
Pydantic AI provides unique advantages when paired with PDF.co 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 PDF.co integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your PDF.co connection logic from agent behavior for testable, maintainable code
PDF.co + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the PDF.co MCP Server delivers measurable value.
Type-safe data pipelines: query PDF.co with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple PDF.co tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query PDF.co and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock PDF.co responses and write comprehensive agent tests
Example Prompts for PDF.co in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with PDF.co immediately.
"Convert the PDF at 'https://example.com/invoice.pdf' to structured JSON."
"Convert the uploaded invoice PDF into a structured JSON with all line items extracted."
"Merge these 3 quarterly report PDFs into a single document and add page numbers."
Troubleshooting PDF.co MCP Server with Pydantic AI
Common issues when connecting PDF.co to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiPDF.co + Pydantic AI FAQ
Common questions about integrating PDF.co 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.