Craft.io MCP Server for Pydantic AIGive Pydantic AI instant access to 13 tools to Check Craft Status, Create Item, Get Company, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Craft.io 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 Craft.io app connector for Pydantic AI is a standout in the Productivity category — giving your AI agent 13 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 Craft.io "
"(13 tools)."
),
)
result = await agent.run(
"What tools are available in Craft.io?"
)
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.io MCP Server
Connect your Craft.io product management account to any AI agent and simplify how you coordinate your product strategy, manage features, and monitor roadmaps through natural conversation.
Pydantic AI validates every Craft.io tool response against typed schemas, catching data inconsistencies at build time. Connect 13 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
- Workspace Oversight — List all product management workspaces and retrieve detailed metadata and configurations.
- Feature & Epic Tracking — List, query, and create new items (features, stories, epics) within your workspaces to manage your backlog.
- Portfolio Control — List and query product portfolios to understand high-level organizational distribution and strategy.
- Data Insights — Fetch complete metadata, descriptions, and current status for any specific product item via AI.
- Roadmap Monitoring — Track the progress of features and epics directly from your agent to stay on top of your release cycle.
- Operational Visibility — Check account status and verify project metadata directly from Claude, Cursor, or any MCP client.
The Craft.io MCP Server exposes 13 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 13 Craft.io tools available for Pydantic AI
When Pydantic AI connects to Craft.io through Vinkius, your AI agent gets direct access to every tool listed below — spanning product-management, roadmap-software, feature-tracking, 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.
Verify connectivity
Create an item
Get company details
Get competitors
Get company employees
Get company financials
Get company news
Get item details
Get portfolio details
List workspace items
List portfolios
List workspaces
Search companies
Connect Craft.io to Pydantic AI via MCP
Follow these steps to wire Craft.io 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 Craft.io MCP Server
Pydantic AI provides unique advantages when paired with Craft.io 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.io 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.io connection logic from agent behavior for testable, maintainable code
Craft.io + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Craft.io MCP Server delivers measurable value.
Type-safe data pipelines: query Craft.io with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Craft.io tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Craft.io and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Craft.io responses and write comprehensive agent tests
Example Prompts for Craft.io in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Craft.io immediately.
"List all active workspaces in my Craft.io account."
"Show me the last 5 items in the 'Mobile App Roadmap' (ID: 10293)."
"Create a new feature: 'AI Search Integration' in workspace 'ws_88231'."
Troubleshooting Craft.io MCP Server with Pydantic AI
Common issues when connecting Craft.io to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiCraft.io + Pydantic AI FAQ
Common questions about integrating Craft.io 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.