Ask Kodiak MCP Server for Pydantic AI 7 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Ask Kodiak 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 Ask Kodiak "
"(7 tools)."
),
)
result = await agent.run(
"What tools are available in Ask Kodiak?"
)
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 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.
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.
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.
The Ask Kodiak MCP Server exposes 7 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 Ask Kodiak to Pydantic AI via MCP
Follow these steps to integrate the Ask Kodiak 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 7 tools from Ask Kodiak with type-safe schemas
Why Use Pydantic AI with the Ask Kodiak MCP Server
Pydantic AI provides unique advantages when paired with Ask Kodiak 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 Ask Kodiak integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Ask Kodiak connection logic from agent behavior for testable, maintainable code
Ask Kodiak + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Ask Kodiak MCP Server delivers measurable value.
Type-safe data pipelines: query Ask Kodiak with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Ask Kodiak tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Ask Kodiak and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Ask Kodiak responses and write comprehensive agent tests
Ask Kodiak MCP Tools for Pydantic AI (7)
These 7 tools become available when you connect Ask Kodiak to Pydantic AI via MCP:
get_account_check
Verify Ask Kodiak account connection
get_company_products
List all products offered by a specific company
get_product
Get full appetite and details for an insurance product
list_classifications
Search for industry classifications
list_companies
List insurance carriers and companies
list_products
Search for commercial insurance products
suggest_naics
Get NAICS code suggestions based on a query
Example Prompts for Ask Kodiak in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Ask Kodiak immediately.
"List insurance products for NAICS code '541511' in New York."
"Suggest NAICS codes for a 'Software Development' business."
"Show me all products offered by carrier 'The Hartford'."
Troubleshooting Ask Kodiak MCP Server with Pydantic AI
Common issues when connecting Ask Kodiak to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiAsk Kodiak + Pydantic AI FAQ
Common questions about integrating Ask Kodiak 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 Ask Kodiak 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 Ask Kodiak to Pydantic AI
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.