How to Use the Estimote MCP in AutoGen

Q: How do AutoGen agents resolve conflicts when configuring Estimote settings?

One agent checks battery status using getbeacondetails while another proposes updates via updatebeaconsettings. They debate the power consumption impact in your chat loop until they reach a safe, consensus-driven configuration.

Q: Can I restrict which AutoGen agents can run the Estimote decommission tools?

Yes, you can register removebeacondevice exclusively with your highly-privileged admin agent. The validator agent will then block any attempts by lower-tier agents to trigger hardware deletions during the conversation.

Q: How does the Estimote MCP Server plug into the AutoGen framework?

You use the mcpservertools helper with your Vinkius HTTP endpoint to fetch the tool definitions. Pass this tool list to your AutoGen AssistantAgent to let them call the beacon API during their collaborative tasks.

Q: What happens if an AutoGen agent tries to assign an invalid Estimote tag?

The assigntagtobeacon tool returns an error message which the calling agent reads. The agent then discusses the failure with its peers, corrects the tag name, and executes the call again.

Orchestrate multi-agent debates in AutoGen to manage, configure, and optimize your Estimote beacon fleet safely.

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Setup Estimote with AutoGen

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Let AutoGen agents negotiate fleet updates

The `update_beacon_settings` and `list_beacon_devices` tools allow your AutoGen agents to collaborate on hardware configuration changes. A performance-focused agent might try to increase the advertising interval, while a battery-monitoring agent argues to preserve power based on current levels. These agents debate the trade-offs in an open chat window before applying any changes to the cloud shadow. You get optimal configuration settings that balance responsiveness against physical battery constraints without manual calculations.

Automate hardware decommissioning through consensus

The `remove_beacon_device` and `list_physical_locations` tools are managed by AutoGen agents to clean up inactive hardware safely. Since deleting a beacon is permanent, a security agent verifies that the device is actually offline before allowing the removal tool to run. If the location coordinates mismatch or a beacon still shows active telemetry, the audit agent blocks the command. The agents present their reasoning in the conversation log, ensuring you never accidentally delete active hardware from your fleet.

Coordinate multi-site deployments autonomously

The `create_physical_location` and `assign_tag_to_beacon` tools enable AutoGen agents to provision new venues and assign hardware tags systematically. One agent parses the deployment manifest to register the site, while a second agent maps the physical MAC addresses to that location. This multi-agent setup ensures that tag naming conventions are strictly enforced across your entire organization. If an agent tries to use an invalid tag format, the validator agent rejects the proposal and requests a correction before the tool is executed.

Setup guide

Set up Estimote MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Estimote tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Estimote_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Estimote data")
print(result.messages[-1].content)

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Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Estimote_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Estimote data")
    print(result.messages[-1].content)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Estimote. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Estimote MCP in AutoGen

One agent checks battery status using get_beacon_details while another proposes updates via update_beacon_settings. They debate the power consumption impact in your chat loop until they reach a safe, consensus-driven configuration.

Yes, you can register remove_beacon_device exclusively with your highly-privileged admin agent. The validator agent will then block any attempts by lower-tier agents to trigger hardware deletions during the conversation.

You use the mcp_server_tools helper with your Vinkius HTTP endpoint to fetch the tool definitions. Pass this tool list to your AutoGen AssistantAgent to let them call the beacon API during their collaborative tasks.

The assign_tag_to_beacon tool returns an error message which the calling agent reads. The agent then discusses the failure with its peers, corrects the tag name, and executes the call again.

Yes, all API calls to your sensor data run inside Vinkius's zero-trust V8 isolate sandbox. Your raw telemetry and MAC addresses are processed ephemerally, keeping your physical site details safe from unauthorized access.

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