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How to Use the Arcadia Utility Cloud MCP in LlamaIndex

Index your utility bills and meter readings into LlamaIndex using the Arcadia Utility Cloud MCP Server.

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LlamaIndex

Connect Arcadia Utility Cloud MCP to LlamaIndex

Create your Vinkius account to connect Arcadia Utility Cloud to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Query Arcadia Utility Cloud data with LlamaIndex

Convert raw output from `list_statements` into searchable vectors. You stop guessing where your money goes and start querying the data directly. This MCP Server functions as a live knowledge source. Your index updates whenever the agent fetches new records.

Ground your LlamaIndex RAG on utility facts

Force your agent to use `get_statement` data instead of relying on internal weights. You get precise answers based on your actual billing history. This prevents the typical hallucination issues found in standard LLM setups. Your responses stay locked to the API results.

Sync Arcadia Utility Cloud meters into a search index

Run `list_meters` to build an inventory of your energy assets. LlamaIndex stores this metadata for instant retrieval during complex queries. Your agent builds a semantic map of your accounts. You ask natural language questions about your consumption, and the system finds the answer.

Setup guide

Set up Arcadia Utility Cloud MCP in LlamaIndex

Prerequisites

  • Python 3.10+ installed
  • llama-index-tools-mcp package
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.

  2. 2

    Connect with BasicMCPClient

    Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.

  3. 3

    Convert to LlamaIndex tools

    Call mcp_tool_spec.to_tool_list_async() to convert all Arcadia Utility Cloud MCP tools into native FunctionTool objects that any LlamaIndex agent can use.

  4. 4

    Run with any LLM

    Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Arcadia Utility Cloud tools.",
)
response = await agent.run("List recent Arcadia Utility Cloud data")

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Arcadia. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Arcadia Utility Cloud MCP in LlamaIndex

Use the MCP tool spec to turn API endpoints into indexable functions. This allows your agent to ingest data directly into your vector store.
LlamaIndex turns the API into a knowledge base rather than a simple request-response loop. You can perform semantic searches across years of billing history.
Access is restricted to your local instance, and all API traffic is protected by endpoint tokens. Your utility data never leaves your infrastructure.
Yes, utilize the allowed_tools filter to restrict the agent's access to specific meters or statements. This keeps your index clean and focused.
Your meter usage and account identifiers are treated as ephemeral context. The server shreds all temporary data the moment your indexing process concludes.

Start using the Arcadia Utility Cloud MCP today

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