TollGuru Alternative MCP Server for LlamaIndex 6 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add TollGuru Alternative as an MCP tool provider through 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 TollGuru Alternative. "
"You have 6 tools available."
),
)
response = await agent.run(
"What tools are available in TollGuru 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 TollGuru Alternative MCP Server
Equip your AI agent with the most accurate toll intelligence available via TollGuru. This unified server provides your agent with instant access to toll costs, fuel consumption estimates, and route optimization for thousands of roads worldwide. Your agent can instantly calculate the total cost of a journey, audit individual toll booth prices, and suggest the most cost-effective path without you ever checking a map or calculator manually. Whether you are planning long-haul logistics or optimizing a personal road trip, your agent acts as a dedicated travel cost analyst through natural conversation.
LlamaIndex agents combine TollGuru Alternative tool responses with indexed documents for comprehensive, grounded answers. Connect 6 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
- Cost Calculation — Calculate exact toll costs for any route between two or more addresses.
- Vehicle Optimization — Specify different vehicle types (Auto, Taxi, Truck) to get tailored pricing and technical details.
- Route Auditing — Fetch detailed summaries of individual toll charges and payment methods (Tag, Cash).
- Logistics Intelligence — Analyze total journey costs including fuel and tolls to optimize organizational planning.
- Global Coverage — Access toll data for thousands of bridges, tunnels, and highways across the globe.
The TollGuru Alternative MCP Server exposes 6 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 TollGuru Alternative to LlamaIndex via MCP
Follow these steps to integrate the TollGuru 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 6 tools from TollGuru Alternative
Why Use LlamaIndex with the TollGuru Alternative MCP Server
LlamaIndex provides unique advantages when paired with TollGuru Alternative through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine TollGuru Alternative tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain TollGuru Alternative tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query TollGuru Alternative, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what TollGuru Alternative tools were called, what data was returned, and how it influenced the final answer
TollGuru Alternative + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the TollGuru Alternative MCP Server delivers measurable value.
Hybrid search: combine TollGuru Alternative real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query TollGuru 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 TollGuru Alternative for fresh data
Analytical workflows: chain TollGuru Alternative queries with LlamaIndex's data connectors to build multi-source analytical reports
TollGuru Alternative MCP Tools for LlamaIndex (6)
These 6 tools become available when you connect TollGuru Alternative to LlamaIndex via MCP:
calculate_tolls_by_address
Supports multiple vehicle types. Calculate tolls and fuel costs between two addresses
calculate_tolls_by_coordinates
Returns multiple route options with toll breakdowns. Calculate tolls between two GPS coordinate pairs
calculate_tolls_by_gps
Handles map-matching automatically for accurate toll identification from real trip data. Calculate tolls from GPS track data (post-trip reconciliation)
calculate_tolls_by_polyline
Submit the encoded polyline string to get toll costs for that exact path. Calculate tolls for an encoded route polyline
get_toll_rates
Look up toll rates for a specific toll plaza or booth
get_transaction_count
Useful for monitoring usage and billing. Get total API transaction count for your account
Example Prompts for TollGuru Alternative in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with TollGuru Alternative immediately.
"Calculate tolls from New York to Philadelphia for a standard car."
"What is the cheapest route from San Francisco to Los Angeles considering tolls?"
"How much does a 5-axle truck pay in tolls from Chicago to Miami?"
Troubleshooting TollGuru Alternative MCP Server with LlamaIndex
Common issues when connecting TollGuru Alternative to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTollGuru Alternative + LlamaIndex FAQ
Common questions about integrating TollGuru 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 TollGuru 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 TollGuru Alternative to LlamaIndex
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.