Fusion Operations MCP Server for LangChainGive LangChain instant access to 12 tools to Create Production Order, Get Manufacturing Site Info, Get Product Details, and more
LangChain is the leading Python framework for composable LLM applications. Connect Fusion Operations through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this App Connector for LangChain
The Fusion Operations app connector for LangChain 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 langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"fusion-operations": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Fusion Operations, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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.
LangChain's ecosystem of 500+ components combines seamlessly with Fusion Operations through native MCP adapters. Connect 12 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain
When LangChain 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 LangChain via MCP
Follow these steps to wire Fusion Operations into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Fusion Operations MCP Server
LangChain provides unique advantages when paired with Fusion Operations through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Fusion Operations MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Fusion Operations queries for multi-turn workflows
Fusion Operations + LangChain Use Cases
Practical scenarios where LangChain combined with the Fusion Operations MCP Server delivers measurable value.
RAG with live data: combine Fusion Operations tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Fusion Operations, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Fusion Operations tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Fusion Operations tool call, measure latency, and optimize your agent's performance
Example Prompts for Fusion Operations in LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting Fusion Operations to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersFusion Operations + LangChain FAQ
Common questions about integrating Fusion Operations MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.