Bring Product Management
to Pydantic AI
Learn how to connect Craft.io to Pydantic AI and start using 13 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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.
How it works
1. Subscribe to this server
2. Enter your Craft.io API Key and Account ID (found in your account settings)
3. Start managing your product ecosystem from your favorite AI assistant
Who is this for?
- Product Managers & Owners — quickly retrieve feature details and update backlog items via simple AI commands.
- Engineering Leads — monitor epic progress and verify feature requirements directly from the workspace.
- Product Operations — manage workspace distributions and verify portfolio metadata via the AI assistant.
Built-in capabilities (13)
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
Why Pydantic AI?
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.
- —
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 in Pydantic AI
Craft.io and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Craft.io to Pydantic AI through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Craft.io in Pydantic AI
The Craft.io 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. All 13 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Pydantic AI only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Craft.io for Pydantic AI
Every tool call from Pydantic AI to the Craft.io MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I see all the items in a specific workspace via AI?
Yes! Use the list_workspace_items tool and provide the Workspace ID. Your agent will retrieve all features, stories, and epics organized within that environment.
How do I add a new feature to my backlog using the agent?
Use the create_product_item action. Provide the Workspace ID and the title of the feature. The agent will instantly create the record in your Craft.io account.
Is it possible to list all my product portfolios via AI?
Absolutely. Use the list_product_portfolios query. The agent will retrieve the complete list of portfolios configured in your account, allowing you to monitor high-level strategy.
How does Pydantic AI discover MCP tools?
Create an 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?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Craft.io MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai