Booking Manager MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Booking Manager as an MCP tool provider through 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 Booking Manager. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Booking Manager?"
)
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 Booking Manager MCP Server
Connect your Booking Manager (MMK Systems) account to any AI agent and orchestrate your yacht charter and fleet management workflows through natural conversation.
LlamaIndex agents combine Booking Manager tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through 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
- Fleet Oversight — List all available yachts and retrieve detailed metadata, including models, equipment, and photos.
- Real-time Availability — Check yacht availability for specific dates and locations instantly.
- Price Quotation — Calculate detailed quotes including taxes, discounts, and mandatory extras.
- Booking Management — List all reservations and options, and create new bookings directly from your workspace.
- Network Discovery — Access the directory of charter companies, marinas (bases), and available yacht extras.
- Automated Offers — Retrieve pre-calculated price offers based on your criteria.
The Booking Manager MCP Server exposes 10 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 Booking Manager to LlamaIndex via MCP
Follow these steps to integrate the Booking Manager 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 10 tools from Booking Manager
Why Use LlamaIndex with the Booking Manager MCP Server
LlamaIndex provides unique advantages when paired with Booking Manager through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Booking Manager tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Booking Manager tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Booking Manager, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Booking Manager tools were called, what data was returned, and how it influenced the final answer
Booking Manager + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Booking Manager MCP Server delivers measurable value.
Hybrid search: combine Booking Manager real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Booking Manager 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 Booking Manager for fresh data
Analytical workflows: chain Booking Manager queries with LlamaIndex's data connectors to build multi-source analytical reports
Booking Manager MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Booking Manager to LlamaIndex via MCP:
check_availability
Check yacht availability for specific dates
create_booking
Create a new reservation or option
get_extras
List available extras for a yacht
get_offers
Get automated price offers
get_prices
Calculate prices and quotes for a yacht
get_yacht
Get details of a specific yacht
list_bases
List all charter bases (marinas)
list_bookings
List all reservations and options
list_companies
List yacht charter companies/operators
list_yachts
List all available yachts
Example Prompts for Booking Manager in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Booking Manager immediately.
"List all yachts available in Croatia for June 2024."
"Show the full equipment list for yacht 102."
"Calculate a quote for yacht 105 from 2024-07-06 to 2024-07-13."
Troubleshooting Booking Manager MCP Server with LlamaIndex
Common issues when connecting Booking Manager to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBooking Manager + LlamaIndex FAQ
Common questions about integrating Booking Manager 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 Booking Manager 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 Booking Manager to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.