Handwrytten MCP Server for Pydantic AI 10 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Handwrytten through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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 Handwrytten "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Handwrytten?"
)
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 Handwrytten MCP Server
Connect your Handwrytten account to any AI agent and take full control of your physical outreach and relationship management through natural conversation.
Pydantic AI validates every Handwrytten tool response against typed schemas, catching data inconsistencies at build time. Connect 10 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
- Card Selection — Browse and list all available stationery and card categories for any occasion.
- Font Management — List and select from various realistic handwriting styles to personalize your notes.
- Order Automation — Send single or bulk handwritten cards with personalized messages directly from the chat.
- Address Book Access — Manage your saved recipients and retrieve address details for quick sending.
- Credit Monitoring — Instantly check your account credit balance to manage your outreach budget.
- Template Insights — Browse your message templates to maintain brand consistency in your physical mail.
The Handwrytten MCP Server exposes 10 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.
How to Connect Handwrytten to Pydantic AI via MCP
Follow these steps to integrate the Handwrytten MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Handwrytten with type-safe schemas
Why Use Pydantic AI with the Handwrytten MCP Server
Pydantic AI provides unique advantages when paired with Handwrytten 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 Handwrytten integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Handwrytten connection logic from agent behavior for testable, maintainable code
Handwrytten + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Handwrytten MCP Server delivers measurable value.
Type-safe data pipelines: query Handwrytten with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Handwrytten tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Handwrytten and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Handwrytten responses and write comprehensive agent tests
Handwrytten MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Handwrytten to Pydantic AI via MCP:
get_credit_balance
Check current account credit balance
get_order
Get details for a specific order
list_address_book
List recipients in your address book
list_cards
List all available cards/stationery
list_categories
List all card categories
list_fonts
List all available handwriting fonts
list_gifts
List available gifts that can be included with cards
list_orders
List history of card orders
list_templates
List message templates
send_card
Requires card_id, font_id, message, and recipient details. Send a single handwritten card
Example Prompts for Handwrytten in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Handwrytten immediately.
"Send a 'Thank You' card to John Doe using font hwDavid."
"Check my current credit balance."
"List all available handwriting fonts."
Troubleshooting Handwrytten MCP Server with Pydantic AI
Common issues when connecting Handwrytten to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiHandwrytten + Pydantic AI FAQ
Common questions about integrating Handwrytten 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.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
Connect Handwrytten with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Handwrytten to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
