Can I automatically retrieve the behavioral profile for a specific user ID?

Yes! Use the `get_user_profile` tool with the specific User ID. Your agent will return all recorded attributes and recent behavioral events associated with that user.

How do I monitor the data ingestion status via the AI agent?

Use the `get_ingestion_health` tool. The agent will retrieve real-time statistics on data volume, successful ingestions, and any flagged errors in your pipeline.

Can I list all events tracked in a specific project?

Yes! Use the `list_events` tool. Your agent will return a list of all event names and their associated metadata currently configured in your Sensors Data project.

Sensors Data MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Sensors Data
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Sensors Data 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="sensors_data_agent",
            tools=tools,
            system_message=(
                "You help users with Sensors Data. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

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DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Sensors Data MCP Server

Connect your AI agents to Sensors Data (神策数据), the leading professional big data analytics platform. This MCP provides 10 tools to manage event tracking, retrieve user behavioral profiles, and monitor the health of your data pipeline directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Sensors Data tools. Connect 10 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

Event Orchestration — Query and analyze event metadata and properties to understand user interactions in real-time
User Profiling — Retrieve detailed behavioral profiles and attributes for specific user IDs to power personalized experiences
Data Health — Monitor ingestion rates and check for data quality issues across your analytics streams
Project Management — List and inspect project configurations, including project names and token settings
Export Intelligence — Trigger and monitor data export tasks for further downstream processing or reporting

The Sensors Data MCP Server exposes 10 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 Sensors Data to AutoGen via MCP

Follow these steps to integrate the Sensors Data 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 10 tools from Sensors Data automatically

Why Use AutoGen with the Sensors Data MCP Server

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

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

Role-based architecture lets you assign Sensors Data 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 Sensors Data tool calls

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

Sensors Data + AutoGen Use Cases

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

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

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

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

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

Sensors Data MCP Tools for AutoGen (10)

These 10 tools become available when you connect Sensors Data to AutoGen via MCP:

analyze_events

Perform complex event analysis

analyze_funnel

Calculate conversion funnel metrics

analyze_retention

Calculate user retention rates

get_event_schema

Retrieve the property schema for a specific event

get_project_info

Retrieve Sensors Data project metadata

get_user_behavior_sequence

Get the chronological sequence of events for a user

list_events

List all defined event names in the schema

list_user_properties

List all defined user profile properties

lookup_user

Get profile information for a specific user

query_behavior_list

Retrieve a list of user behaviors/events

Example Prompts for Sensors Data in AutoGen

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

"Show me the top 5 events by volume in project 'MainApp' for today."

"Get the behavioral attributes for user ID 'user_sensors_777'."

"Is the data ingestion pipeline healthy for project 'AnalyticsBeta'?"

Troubleshooting Sensors Data MCP Server with AutoGen

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

McpWorkbench not found

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

Sensors Data + AutoGen FAQ

Common questions about integrating Sensors Data 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 Sensors Data 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.