TransportAPI Alternative MCP Server for LlamaIndex 12 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add TransportAPI Alternative as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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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 TransportAPI Alternative. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in TransportAPI Alternative?"
)
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 TransportAPI Alternative MCP Server
Empower your AI agent to orchestrate your entire public transport research workflow with TransportAPI, Britain's leading platform for transport data. By connecting TransportAPI to your agent, you transform complex logistics searches into a natural conversation. Your agent can instantly search for stations, audit live bus and train departures, and retrieve detailed journey plans without you ever touching a travel app. Whether you are conducting urban mobility research or monitoring daily commute patterns, your agent acts as a real-time transit consultant, ensuring your data is always comprehensive and up-to-date.
LlamaIndex agents combine TransportAPI Alternative tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Departure Auditing — Query real-time bus and train departures for any stop or station to maintain a clear view of local transit flow.
- Journey Oversight — Plan public transport routes between any locations and retrieve detailed itinerary metadata, including aimed vs expected times.
- Station Discovery — Search for train stations and bus stops by keyword or retrieve nearby transport hubs based on geographic coordinates.
- Service Intelligence — Query specific bus and train service details, including operator information and full route timetables.
- Logistics Monitoring — List available routes and service statuses to maintain strict control over urban transport data.
The TransportAPI Alternative MCP Server exposes 12 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 TransportAPI Alternative to LlamaIndex via MCP
Follow these steps to integrate the TransportAPI Alternative 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 12 tools from TransportAPI Alternative
Why Use LlamaIndex with the TransportAPI Alternative MCP Server
LlamaIndex provides unique advantages when paired with TransportAPI Alternative through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine TransportAPI Alternative tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain TransportAPI Alternative tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query TransportAPI Alternative, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what TransportAPI Alternative tools were called, what data was returned, and how it influenced the final answer
TransportAPI Alternative + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the TransportAPI Alternative MCP Server delivers measurable value.
Hybrid search: combine TransportAPI Alternative real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query TransportAPI Alternative 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 TransportAPI Alternative for fresh data
Analytical workflows: chain TransportAPI Alternative queries with LlamaIndex's data connectors to build multi-source analytical reports
TransportAPI Alternative MCP Tools for LlamaIndex (12)
These 12 tools become available when you connect TransportAPI Alternative to LlamaIndex via MCP:
get_bus_route_timetable
Get the scheduled timetable for a bus route
get_bus_service
Get details of a bus service route
get_live_bus_departures
Returns live departure times, destinations, and operators. Get real-time bus departures for a UK bus stop
get_live_train_departures
g., KGX for King's Cross, PAD for Paddington). Get real-time train departures for a UK station
get_nearby_bus_stops
Find bus stops near a GPS location
get_nearby_transport_places
Find transport locations near GPS coordinates
get_train_fares
Great for price comparison. Get ticket prices between two stations
get_train_service_details
Get the full calling pattern of a train service
get_train_station_timetable
Get the scheduled timetable for a train station
get_transport_by_postcode
Useful when user only has a postcode, not coordinates. Find transport options by UK postcode
plan_public_transport_journey
Returns step-by-step route with times and changes. Plan a public transport journey between two locations
search_transport_places
Search for train stations and bus stops by name
Example Prompts for TransportAPI Alternative in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with TransportAPI Alternative immediately.
"Show live train departures for station 'EUS' (Euston) using TransportAPI."
"Plan a journey from 'London Waterloo' to 'Brighton'."
"Search for bus stops near coordinate 51.5074, -0.1278."
Troubleshooting TransportAPI Alternative MCP Server with LlamaIndex
Common issues when connecting TransportAPI Alternative to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTransportAPI Alternative + LlamaIndex FAQ
Common questions about integrating TransportAPI Alternative 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 TransportAPI Alternative 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 TransportAPI Alternative to LlamaIndex
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.