Craft (Docs & Notes) 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 Craft (Docs & Notes) 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 Craft (Docs & Notes) "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Craft (Docs & Notes)?"
)
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 Craft (Docs & Notes) MCP Server
Connect your Craft.do account to any AI agent and take full control of your premium writing experience and collaborative workspace through natural conversation.
Pydantic AI validates every Craft (Docs & Notes) 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
- Document Navigation — List and search all documents within your folders to identify specific workspace boundaries and content classifications
- Block-Level Operations — Retrieve detailed Block trees and append new structural elements (headings, lists, code, checklists) to any existing Page
- Agile Document Creation — Provision new highly-available Documents with specific Markdown content and titles natively from your chat
- Daily Note Management — Fetch temporal records and intricate networking mappings from your Calendar to audit daily journals and tasks
- Task & Checklist Tracking — Extract comprehensive mapped checklists across your workspace to monitor active progress and pending items
- Content Mutation — Safely substitute explicit Document values by patching Block trees and overwriting content limits through the REST API
The Craft (Docs & Notes) 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 Craft (Docs & Notes) to Pydantic AI via MCP
Follow these steps to integrate the Craft (Docs & Notes) 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 Craft (Docs & Notes) with type-safe schemas
Why Use Pydantic AI with the Craft (Docs & Notes) MCP Server
Pydantic AI provides unique advantages when paired with Craft (Docs & Notes) 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 Craft (Docs & Notes) integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Craft (Docs & Notes) connection logic from agent behavior for testable, maintainable code
Craft (Docs & Notes) + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Craft (Docs & Notes) MCP Server delivers measurable value.
Type-safe data pipelines: query Craft (Docs & Notes) with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Craft (Docs & Notes) tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Craft (Docs & Notes) and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Craft (Docs & Notes) responses and write comprehensive agent tests
Craft (Docs & Notes) MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Craft (Docs & Notes) to Pydantic AI via MCP:
append_block
Perform structural injection of properties driving new Blocks
create_document
Provision a highly-available JSON Payload generating new Document rows
delete_document
Irreversibly vaporize explicit App nodes dropping live Document rows
get_daily_note
Retrieve elaborate explicit mapping properties limiting Daily Pages
get_document
Retrieve explicit UX logging tracing explicit Document IDs limitlessly
list_blocks
Enumerate explicitly attached structured rules exporting active Blocks
list_documents
Identify bounded routing spaces inside the Craft workspace
list_tasks
Gather comprehensive mapped checklists limiting cross-workspace Tasks
search_documents
Execute static listing mapping structural Text queries via Search
update_document
Mutate global Web Context boundaries substituting explicit Document values
Example Prompts for Craft (Docs & Notes) in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Craft (Docs & Notes) immediately.
"List all my documents in Craft"
"Add a checklist item to document 'doc_123': 'Review API security'"
"What's in my daily note for today?"
Troubleshooting Craft (Docs & Notes) MCP Server with Pydantic AI
Common issues when connecting Craft (Docs & Notes) to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiCraft (Docs & Notes) + Pydantic AI FAQ
Common questions about integrating Craft (Docs & Notes) 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 Craft (Docs & Notes) 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 Craft (Docs & Notes) to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.