Can the AI find an address hidden inside a block of text automatically?

Yes! You can paste an entire email string or customer support note into your prompt and ask the AI: 'Extract any addresses mentioned in this text.' The agent triggers the `extract_addresses` engine to return the geolocated and sanitized address format purely.

How accurate is the address verification?

Smarty ensures the address is validated against official sources like the USPS using DPV (Delivery Point Validation) for US requests, guaranteeing a package can actually be delivered to the mapped coordinate. Your AI agent returns this rigorous underlying metadata.

Can I use the agent to fix my dataset dynamically without coding?

Yes. If you have 20 poorly formatted customer addresses, you can simply paste them in the prompt, asking your AI to 'Run each of these through Smarty and return a markdown table of the normalized addresses.' The agent handles the iteration loop for you via the tools.

Smarty MCP Server for AutoGen 7 tools — connect in under 2 minutes

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 7 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Smarty as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="smarty_agent",
            tools=tools,
            system_message=(
                "You help users with Smarty. "
                "7 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Smarty MCP Server

Connect your Smarty account to any AI agent and empower your team to sanitize raw address data, query ZIP codes, and format global street locations securely. Interact with powerful geospatial and mailing validation APIs through natural language without writing a single line of custom script.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Smarty tools. Connect 7 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

Address Validation (USA/Intl) — Effortlessly clean and verify messy user inputs calling validate_us_address, returning the Delivery Point Validation (DPV)
Text Extraction — Feed your AI unformatted text like emails or notes and run extract_addresses to intelligently isolate real physical addresses
Autocompletion Tests — Interrogate the AI dynamically with partial street names using the autocomplete_us_address algorithm
ZIP Code Checks — Validate specific 5-digit postal zones using verify_zip_code to retrieve associated municipal limits

The Smarty MCP Server exposes 7 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 Smarty to AutoGen via MCP

Follow these steps to integrate the Smarty 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 7 tools from Smarty automatically

Why Use AutoGen with the Smarty MCP Server

AutoGen provides unique advantages when paired with Smarty through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Smarty tools to solve complex tasks

Role-based architecture lets you assign Smarty 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 Smarty tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Smarty tool responses in an isolated environment

Smarty + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Smarty MCP Server delivers measurable value.

Collaborative analysis: one agent queries Smarty while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Smarty, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Smarty data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Smarty responses in a sandboxed execution environment

Smarty MCP Tools for AutoGen (7)

These 7 tools become available when you connect Smarty to AutoGen via MCP:

autocomplete_intl_address

Predictive autocomplete for international addresses

autocomplete_us_address

Predictive autocomplete for US addresses

extract_addresses

g., emails, documents) and find valid addresses. Extracts physical addresses from raw text

get_account_info

Retrieves Smarty account information

validate_intl_address

Requires at least the address line and country. Validates and geocodes an international street address

validate_us_address

Returns delivery point validation (DPV) status and coordinates. Validates and geocodes a US street address

verify_zip_code

Verifies a ZIP code and returns associated cities and states

Example Prompts for Smarty in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Smarty immediately.

"Validate this US address: 1 Santa Claus Ln, North Pole, AK 99705."

"Can you extract any known addresses from this raw text string: "I live out near the big oak tree at 1600 Amphitheatre Pkwy, Mountain View, CA 94043, come visit soon!""

"Provide a markdown list of US autocomplete suggestions when a user types "3311 w 300 s s"."

Troubleshooting Smarty MCP Server with AutoGen

Common issues when connecting Smarty to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Smarty + AutoGen FAQ

Common questions about integrating Smarty MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Smarty tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.