Arcadia Plug 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 Arcadia Plug 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 Arcadia Plug. "
"You have 6 tools available."
),
)
response = await agent.run(
"What tools are available in Arcadia Plug?"
)
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 Arcadia Plug MCP Server
The Arcadia Plug MCP Server provides a direct natural language interface to your Arcadia utility data platform. Empower your AI agent to retrieve historical utility bills, monitor meter readings, and audit utility credentials across multiple providers without leaving your workflow.
LlamaIndex agents combine Arcadia Plug 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.
Key Features
- Account Management — List all linked utility accounts and access detailed metadata including account numbers and statuses.
- Statement Retrieval — Access historical utility bills and statements, providing total charges and billing periods.
- Meter Monitoring — List individual meters and service points associated with your accounts for granular usage tracking.
- Credential Oversight — Track and manage the utility portal credentials used to fetch your data.
- Unified Data Access — Interface with hundreds of utility providers through a single, consistent API.
- Secure OAuth 2.0 — Uses secure Client Credentials flow to ensure safe access to your organization's data.
The Arcadia Plug 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 Arcadia Plug to LlamaIndex via MCP
Follow these steps to integrate the Arcadia Plug 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 Arcadia Plug
Why Use LlamaIndex with the Arcadia Plug MCP Server
LlamaIndex provides unique advantages when paired with Arcadia Plug through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Arcadia Plug tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Arcadia Plug tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Arcadia Plug, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Arcadia Plug tools were called, what data was returned, and how it influenced the final answer
Arcadia Plug + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Arcadia Plug MCP Server delivers measurable value.
Hybrid search: combine Arcadia Plug real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Arcadia Plug 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 Arcadia Plug for fresh data
Analytical workflows: chain Arcadia Plug queries with LlamaIndex's data connectors to build multi-source analytical reports
Arcadia Plug MCP Tools for LlamaIndex (6)
These 6 tools become available when you connect Arcadia Plug to LlamaIndex via MCP:
get_account_check
Verify Arcadia account connection
get_statement
Get details for a specific statement
list_accounts
List all utility accounts associated with your organization
list_credentials
List all utility login credentials
list_meters
List all utility meters
list_statements
List historical utility bills/statements
Example Prompts for Arcadia Plug in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Arcadia Plug immediately.
"List all utility accounts linked to my organization."
"Show me the last 3 statements for the 'ConEd' account."
"What meters are associated with account ID 'acc_998877'?"
Troubleshooting Arcadia Plug MCP Server with LlamaIndex
Common issues when connecting Arcadia Plug to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpArcadia Plug + LlamaIndex FAQ
Common questions about integrating Arcadia Plug 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 Arcadia Plug 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 Arcadia Plug to LlamaIndex
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.
