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Dashly MCP Server for AutoGenGive AutoGen instant access to 8 tools to Get Conversation, Get User Details, List Channels, and more

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

Ask AI about this App Connector for AutoGen

The Dashly app connector for AutoGen is a standout in the Customer Support category — giving your AI agent 8 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="dashly_agent",
            tools=tools,
            system_message=(
                "You help users with Dashly. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Dashly
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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 Dashly MCP Server

Connect your Dashly account to any AI agent and take full control of your conversational marketing and user tracking workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Dashly tools. Connect 8 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

  • User Lifecycle Orchestration — List and manage your entire high-fidelity user database programmatically, retrieving detailed profile metadata and custom property updates
  • Conversational Intelligence — Query active chat sessions, retrieve high-fidelity message history, and send instant replies directly through your agent
  • Event Tracking Architecture — Programmatically record custom user actions (e.g., 'Pricing Viewed') to maintain a perfectly coordinated audit trail of customer behavior
  • Channel Optimization — Access your complete directory of communication channels to coordinate your engagement strategy across multiple touchpoints
  • Operational Monitoring — Verify account-level API connectivity and monitor user activity trends directly through your agent for instant performance reporting

The Dashly MCP Server exposes 8 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.

All 8 Dashly tools available for AutoGen

When AutoGen connects to Dashly through Vinkius, your AI agent gets direct access to every tool listed below — spanning conversational-marketing, user-tracking, lead-nurturing, 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.

get_conversation

Get details for a specific conversation

get_user_details

Get details for a specific user

list_channels

List communication channels

list_conversations

List recent conversations

list_users

List all Dashly users

send_reply

Send a reply to a conversation

set_user_props

Set custom properties for a user

track_event

Track a custom event for a user

Connect Dashly to AutoGen via MCP

Follow these steps to wire Dashly into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration
04

Explore tools

The workbench discovers 8 tools from Dashly automatically

Why Use AutoGen with the Dashly MCP Server

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

01

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

02

Role-based architecture lets you assign Dashly tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Dashly tool calls

04

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

Dashly + AutoGen Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Dashly in AutoGen

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

01

"List all active chat conversations in my Dashly account."

02

"Track event 'Newsletter Signup' for user 'user_456'."

03

"Get the profile metadata for user ID 'user_789'."

Troubleshooting Dashly MCP Server with AutoGen

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

01

McpWorkbench not found

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

Dashly + AutoGen FAQ

Common questions about integrating Dashly MCP Server with AutoGen.

01

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 Dashly tools during their conversation turns.
02

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.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.