NAICS/SIC Classification API MCP Server for AutoGen 4 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add NAICS/SIC Classification API as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="naicssic_classification_api_agent",
tools=tools,
system_message=(
"You help users with NAICS/SIC Classification API. "
"4 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 NAICS/SIC Classification API MCP Server
Empower your AI agent to orchestrate your entire market research and industry auditing workflow with the NAICS/SIC Classification API, the authoritative source for standardized business classification data. By connecting the Brand.dev classification service to your agent, you transform complex industry searches into a natural conversation. Your agent can instantly retrieve NAICS and SIC codes, audit industry titles, and query specific classification metadata without you ever touching a technical portal. Whether you are conducting competitive analysis or managing regional data constraints, your agent acts as a real-time market consultant, ensuring your data is always verified and precise.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use NAICS/SIC Classification API tools. Connect 4 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Code Auditing — Search for thousands of NAICS and SIC codes by keyword and retrieve high-resolution metadata, including titles and descriptions.
- Industry Oversight — Audit the hierarchical distribution of classification codes to understand the current industry lead in market segmentation instantly.
- Metadata Intelligence — Retrieve unique identifiers and category markers for any record to assist in deep-dive archival classification.
- Classification Discovery — Identify relevant industry markers for your business development or research projects through natural language interaction.
- Operational Monitoring — Check API status to ensure your market research workflow is always operational.
The NAICS/SIC Classification API MCP Server exposes 4 tools through the Vinkius. Connect it to AutoGen 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 NAICS/SIC Classification API to AutoGen via MCP
Follow these steps to integrate the NAICS/SIC Classification API MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 4 tools from NAICS/SIC Classification API automatically
Why Use AutoGen with the NAICS/SIC Classification API MCP Server
AutoGen provides unique advantages when paired with NAICS/SIC Classification API through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use NAICS/SIC Classification API tools to solve complex tasks
Role-based architecture lets you assign NAICS/SIC Classification API tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive NAICS/SIC Classification API tool calls
Code execution sandbox: AutoGen agents can write and run code that processes NAICS/SIC Classification API tool responses in an isolated environment
NAICS/SIC Classification API + AutoGen Use Cases
Practical scenarios where AutoGen combined with the NAICS/SIC Classification API MCP Server delivers measurable value.
Collaborative analysis: one agent queries NAICS/SIC Classification API while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from NAICS/SIC Classification API, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using NAICS/SIC Classification API data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process NAICS/SIC Classification API responses in a sandboxed execution environment
NAICS/SIC Classification API MCP Tools for AutoGen (4)
These 4 tools become available when you connect NAICS/SIC Classification API to AutoGen via MCP:
check_api_status
dev Classification API. Check if the NAICS/SIC service is operational
get_classification_details
Get full metadata and description for a specific NAICS or SIC code
search_naics_codes
Search for NAICS (North American Industry Classification System) codes
search_sic_codes
Search for SIC (Standard Industrial Classification) codes
Example Prompts for NAICS/SIC Classification API in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with NAICS/SIC Classification API immediately.
"Search for NAICS codes related to 'software' using Brand.dev."
"What is the industry for SIC code '7371'?"
"Search for SIC codes matching 'manufacturing'."
Troubleshooting NAICS/SIC Classification API MCP Server with AutoGen
Common issues when connecting NAICS/SIC Classification API to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"NAICS/SIC Classification API + AutoGen FAQ
Common questions about integrating NAICS/SIC Classification API MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect NAICS/SIC Classification API to AutoGen
Get your token, paste the configuration, and start using 4 tools in under 2 minutes. No API key management needed.