Bring Commercial Insurance
to Pydantic AI
Create your Vinkius account to connect Ask Kodiak to Pydantic AI and start using all 7 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Ask Kodiak MCP Server?
The Ask Kodiak MCP Server brings deep commercial insurance intelligence directly to your AI agent. Effortlessly search for insurance products, monitor carrier appetite, and manage industry classifications (NAICS) using simple natural language.
Key Features
- Product Intelligence — Search across thousands of commercial insurance products based on eligibility, state, and classification.
- Carrier Oversight — Access detailed information about insurance companies and their product portfolios.
- Appetite Matching — Quickly identify which carriers have an appetite for specific risks or industries.
- Classification Tools — Get NAICS code suggestions and search for industry classifications to ensure accurate risk assessment.
- Real-time Data — Interface with the Ask Kodiak platform to get the most up-to-date insurance information.
- Secure API Access — Uses industry-standard HTTP Basic Authentication with your Group ID and API Key.
Who is this for?
- Insurance Brokers — Instantly find the right products for your clients without manual carrier portal searches.
- Underwriters — Audit product details and carrier appetite during your risk evaluation process.
- Insurtech Developers — Integrate commercial insurance data retrieval into your automated underwriting workflows.
Built-in capabilities (7)
Verify Ask Kodiak account connection
List all products offered by a specific company
Get full appetite and details for an insurance product
Search for industry classifications
List insurance carriers and companies
Search for commercial insurance products
Get NAICS code suggestions based on a query
Why Pydantic AI?
Pydantic AI validates every Ask Kodiak tool response against typed schemas, catching data inconsistencies at build time. Connect 7 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.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Ask Kodiak integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Ask Kodiak connection logic from agent behavior for testable, maintainable code
Ask Kodiak in Pydantic AI
Why run Ask Kodiak with Vinkius?
The Ask Kodiak connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 7 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Ask Kodiak using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Ask Kodiak and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Ask Kodiak to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Ask Kodiak for Pydantic AI
Every request between Pydantic AI and Ask Kodiak is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my Ask Kodiak Group ID and API Key?
Log in to your Ask Kodiak account, go to Company Settings, and you will find your Group ID and API Key listed in the API section.
What is a NAICS code?
NAICS (North American Industry Classification System) is a standard used by Federal statistical agencies in classifying business establishments for the purpose of collecting, analyzing, and publishing statistical data related to the U.S. business economy.
Can I search for products by state?
Yes, use the list_products tool and provide the two-letter state code (e.g., 'NY', 'CA') in the state parameter to filter results.
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 Ask Kodiak MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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