Fusion Operations MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Production Order, Get Manufacturing Site Info, Get Product Details, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Fusion Operations 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 App Connector for LlamaIndex
The Fusion Operations app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 Fusion Operations. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Fusion Operations?"
)
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 Fusion Operations MCP Server
Connect your Autodesk Fusion Operations (formerly Prodsmart) account to any AI agent and take full control of your manufacturing execution and shop floor workflows through natural conversation.
LlamaIndex agents combine Fusion Operations tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Production Orchestration — List and manage all manufacturing orders and retrieve detailed status and technical metadata programmatically
- Shop Floor Visibility — Monitor workers, production records, and machine operations in real-time to maintain a high-fidelity oversight of your factory
- Inventory & Logistics — Oversight stock levels across different storage locations and warehouses to ensure precise material management
- Product Catalog — Access complete metadata and technical details for all items in your manufacturing database directly through your agent
- Operational Monitoring — Check site/company information and retrieve historical production logs for instant reporting and process analysis
The Fusion Operations 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.
All 12 Fusion Operations tools available for LlamaIndex
When LlamaIndex connects to Fusion Operations through Vinkius, your AI agent gets direct access to every tool listed below — spanning manufacturing-execution, shop-floor-tracking, production-scheduling, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Requires product and quantity. Create a new production order
Get current site/company details
Get details for a specific product
Get details for a specific production order
List production machines
List shop floor workers
List current inventory levels
List manufacturing operations
List all products/items
List all production orders
List history of production records
List storage locations
Connect Fusion Operations to LlamaIndex via MCP
Follow these steps to wire Fusion Operations into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Fusion Operations MCP Server
LlamaIndex provides unique advantages when paired with Fusion Operations through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Fusion Operations tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Fusion Operations tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Fusion Operations, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Fusion Operations tools were called, what data was returned, and how it influenced the final answer
Fusion Operations + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Fusion Operations MCP Server delivers measurable value.
Hybrid search: combine Fusion Operations real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Fusion Operations 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 Fusion Operations for fresh data
Analytical workflows: chain Fusion Operations queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Fusion Operations in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Fusion Operations immediately.
"List all active production orders in Fusion Operations."
"What is the current stock level for 'Gasket Kit'?"
"Show me the production records from today."
Troubleshooting Fusion Operations MCP Server with LlamaIndex
Common issues when connecting Fusion Operations to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpFusion Operations + LlamaIndex FAQ
Common questions about integrating Fusion Operations MCP Server with LlamaIndex.