Ask Kodiak MCP Server for LangChain 7 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Ask Kodiak through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"ask-kodiak": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Ask Kodiak, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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.
LangChain's ecosystem of 500+ components combines seamlessly with Ask Kodiak through native MCP adapters. Connect 7 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain via MCP
Follow these steps to integrate the Ask Kodiak MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 7 tools from Ask Kodiak via MCP
Why Use LangChain with the Ask Kodiak MCP Server
LangChain provides unique advantages when paired with Ask Kodiak through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Ask Kodiak MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Ask Kodiak queries for multi-turn workflows
Ask Kodiak + LangChain Use Cases
Practical scenarios where LangChain combined with the Ask Kodiak MCP Server delivers measurable value.
RAG with live data: combine Ask Kodiak tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Ask Kodiak, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Ask Kodiak tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Ask Kodiak tool call, measure latency, and optimize your agent's performance
Ask Kodiak MCP Tools for LangChain (7)
These 7 tools become available when you connect Ask Kodiak to LangChain 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 LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting Ask Kodiak to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersAsk Kodiak + LangChain FAQ
Common questions about integrating Ask Kodiak MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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 LangChain
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.