Kavak MCP Server for LlamaIndex 14 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Kavak as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Kavak. "
"You have 14 tools available."
),
)
response = await agent.run(
"What tools are available in Kavak?"
)
print(response)
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 Kavak MCP Server
Connect to the Kavak platform from any AI agent and navigate Mexico's largest certified pre-owned vehicle marketplace through natural conversation.
LlamaIndex agents combine Kavak tool responses with indexed documents for comprehensive, grounded answers. Connect 14 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Vehicle Search — Browse thousands of certified pre-owned vehicles with filters for make, model, year, price range, and free-text queries
- 240-Point Inspection Reports — Access the detailed mechanical inspection results that every Kavak vehicle undergoes before listing
- Vehicle History — Check ownership count, accident records, service history, and legal status for any listed vehicle
- Trade-In Valuations — Get instant AI-powered buy-back offers for your current vehicle based on make, model, year, mileage, and condition
- Financing Calculator — View available credit plans across multiple terms (12-60 months) with different down payment scenarios
- Reservations & Test Drives — Reserve vehicles and schedule test drives at Kavak hubs across Mexico
- Market Intelligence — Query average prices, trends, and price ranges for any make/model/year in the Mexican used car market
The Kavak MCP Server exposes 14 tools through the Vinkius. Connect it to LlamaIndex 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 Kavak to LlamaIndex via MCP
Follow these steps to integrate the Kavak MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
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 14 tools from Kavak
Why Use LlamaIndex with the Kavak MCP Server
LlamaIndex provides unique advantages when paired with Kavak through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Kavak tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Kavak tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Kavak, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Kavak tools were called, what data was returned, and how it influenced the final answer
Kavak + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Kavak MCP Server delivers measurable value.
Hybrid search: combine Kavak real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Kavak to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Kavak for fresh data
Analytical workflows: chain Kavak queries with LlamaIndex's data connectors to build multi-source analytical reports
Kavak MCP Tools for LlamaIndex (14)
These 14 tools become available when you connect Kavak to LlamaIndex via MCP:
create_reservation
Requires buyer contact details. The vehicle will be taken off the marketplace during the reservation period. Reserve a vehicle for purchase
estimate_trade_in
The estimate factors in make, model, year, mileage, condition, and current Mexican market prices. Get a trade-in value estimate for your current car
get_financing_options
Calculate financing plans for a vehicle
get_market_pricing
Get market pricing intelligence for a car model
get_reservation
Check the status of a vehicle reservation
get_vehicle
Get full details of a specific car
get_vehicle_history
Check the ownership and accident history of a car
get_vehicle_inspection
View the 240-point mechanical inspection report
list_locations
Each location includes its address, operating hours, available services (test drives, inspections, deliveries), and contact details. Find Kavak showroom locations
list_makes
List all available car manufacturers
list_models
List models available for a specific make
list_reservations
List all your active reservations
schedule_test_drive
Kavak also offers home test drives in select cities where the vehicle is delivered to the buyer's address. Schedule a test drive for a vehicle
search_vehicles
All vehicles listed on Kavak come with a 240-point mechanical inspection and Kavak warranty. Search available used cars in the Kavak inventory
Example Prompts for Kavak in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Kavak immediately.
"Find me Toyota Corollas from 2020-2023 under $350,000 MXN."
"What would Kavak offer me for my 2019 Nissan Sentra with 85,000 km?"
"Show financing options for vehicle ID KV-88201 with a $50,000 MXN down payment."
Troubleshooting Kavak MCP Server with LlamaIndex
Common issues when connecting Kavak to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpKavak + LlamaIndex FAQ
Common questions about integrating Kavak MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Kavak 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 Kavak to LlamaIndex
Get your token, paste the configuration, and start using 14 tools in under 2 minutes. No API key management needed.