Supercharge your AI with Estimote. Monitor every device and visitor in your physical space.
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…and any MCP-compatible client
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Estimote MCP manages your entire beacon fleet and physical space data via natural conversation. Use this to list devices, monitor real-time sensor readings like temperature or light levels, track visitor flow counts in specific zones, and organize multiple store locations from a single AI agent connection.
What your AI can do
Assign tag to beacon
Organizes a device by adding an organizational tag for easier grouping in analytics or campaigns.
Create physical location
Registers a new site, like a store or office building, and assigns beacons to it for organized tracking.
Remove beacon device
Permanently removes a beacon device from the cloud account when it is decommissioned or retired.
Get a complete list of every beacon device deployed, including its type and current battery status.
Pull real-time environmental data like temperature or light levels from supported hardware.
Calculate aggregated metrics, such as unique visitor estimates and average time spent in a zone, over specific date ranges.
Register new venues or buildings, assigning beacons to a formal geographic location for organized tracking.
Change broadcasting parameters—like transmission power or advertising intervals—for specific beacon devices.
Ask an AI about this
Compatible AI Apps
OAuth 2.0 Compatible Gemini Waiting for input…
Estimote MCP: 10 Tools for Beacon Management
Use these tools to deploy, organize, monitor, and analyze every aspect of your beacon fleet, from basic inventory checks to complex sensor data retrieval.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Estimote on VinkiusAssign Tag To Beacon
Organizes a device by adding an organizational tag for easier grouping in analytics or campaigns.
Create Physical Location
Registers a new site, like a store or office building, and assigns beacons to it for...
Remove Beacon Device
Permanently removes a beacon device from the cloud account when it is decommissioned...
Get Device Analytics
Generates aggregated metrics showing visitor detection counts and dwell times over a...
Get Beacon Details
Retrieves the full current configuration and status of one specific beacon device...
Get Beacon Telemetry
Pulls live environmental sensor data, such as temperature or ambient light, from a single beacon.
List Beacon Devices
Provides an inventory of all active beacon devices, listing their hardware type and current battery levels.
List Physical Locations
Retrieves a list of all registered physical sites, showing their names and...
List Fleet Tags
Lists every organizational tag currently defined in your cloud account for device...
Update Beacon Settings
Modifies a beacon's operating parameters, like transmission power or advertising...
Connect to your AI in seconds. Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Claude AI
Open Claude Settings
Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.
Add Custom Connector
Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:
https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp
Replace [YOUR_TOKEN_HERE] with your token from
cloud.vinkius.com. For OAuth-protected servers, expand Advanced
settings to add credentials.
Start a conversation
Open a new chat. The Estimote integration is available immediately — no restart needed.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Estimote, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,000+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
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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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 10 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Tracking movement used to mean jumping between dashboards.
Before having an agent like this, if a retail manager wanted to know how many people visited the seasonal display last month, they had to log into the Estimote dashboard, filter by date range, then export the data. If they wanted temperature readings, they opened a separate sensor monitoring tool and pasted in the beacon IDs manually. It was slow, error-prone, and required three different systems just to answer one question.
Now, you ask your agent directly: 'What were visitor estimates for Aisle 4 last month?' The system runs `get_device_analytics` automatically, retrieves the metrics, processes them, and gives you a clean summary response. It's immediate answers without the manual clicks or data exports.
Get an instant view of your entire physical footprint using Estimote MCP.
The biggest time sink used to be onboarding a new store. You'd have to manually register the site in one system, then upload all beacons into another tool, and finally assign them tags across three different interfaces just for proper organization. It was tedious setup work that blocked real analysis.
With this MCP, you tell your agent: 'We opened a new office building downtown.' The agent runs `create_physical_location` to register the coordinates and then allows you to manage all related hardware through single commands, making deployment seamless.
What your AI can actually do with this
Connect your Estimote Cloud account to any AI client to take control of your beacon data workflows. Instead of jumping between the web dashboard and separate analytics tools, you talk to your agent about what's happening on the floor. You can get an immediate inventory of every deployed device, check its current battery level, or pull live environmental readings like ambient light and temperature.
Need to know if visitor counts dipped last Tuesday? Ask for proximity metrics over a specific time range. This MCP lets you manage everything from device setup to high-level foot traffic reports using only natural language prompts. You'll find this tool integrated right here in the Vinkius catalog, making it simple to add physical asset intelligence directly into your workflow.
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Here's how it actually works
The bottom line is you get real-world location and sensor data presented in plain text by your AI agent.
You subscribe to this MCP and provide your Estimote App Token, linking the cloud account to your AI client.
Your agent uses the token to connect directly to the Estimote API endpoint.
The client executes tool calls based on your natural language request, retrieves the data, and presents a summarized answer.
Who is this actually for?
Facility managers who need to know if HVAC changes are affecting occupancy counts, or retail operations teams tired of manually running reports on foot traffic dips.
Checks proximity analytics after a major sale event to see where shoppers actually spent their time in the store.
Uses real-time telemetry checks to diagnose environmental issues, like sudden temperature drops or high motion detection rates.
Tests specific beacon configurations and verifies sensor data streams against known performance baselines.
What Changes When You Connect
You can instantly check the battery status of all beacons by running list_beacon_devices, letting you prioritize maintenance before a critical failure occurs.
Need to know what's going on right now? Use get_beacon_telemetry to pull live data like temperature and light levels from a specific beacon, which is crucial for HVAC checks.
Instead of manually calculating traffic patterns, running get_device_analytics gives you visitor estimates and dwell time distributions over any date range in seconds.
Managing multiple sites? Use create_physical_location to register new stores or buildings, keeping all related beacons organized under one umbrella for analytics grouping.
If a beacon is misbehaving or needs a setting change, running get_beacon_details gives you the full shadow status so you know exactly what parameters need updating via update_beacon_settings.
See it in action
Diagnosing poor retail performance
The manager noticed sales dropped after a floor layout change. They ask the agent to run get_device_analytics for the 'Seasonal Display' tag from last month, immediately showing that visitor detection counts plummeted in that specific zone.
Auditing facility assets
The engineer needs to know if a new wing is properly tracked. They first use list_physical_locations to find the building ID, then use create_physical_location to register it and assign all necessary beacons.
Checking sensor health
The facility team suspects a heating unit failure. They run get_beacon_telemetry on a nearby beacon, getting immediate confirmation of the dangerously low temperature reading.
Decommissioning old hardware
An outdated display area is being removed. The tech uses remove_beacon_device to permanently take the unit off the cloud roster before physically taking it down, ensuring clean records.
The honest tradeoffs
Mixing up location and tags
Trying to use general search queries to find all beacons in 'Downtown' without knowing if they are assigned to the correct physical site or organized by a specific tag.
First, run list_physical_locations to verify the official site. Then, if you need to narrow it down further, use assign_tag_to_beacon to group those devices into a logical category like 'Store Aisle'.
Forgetting device status
Assuming that just because a beacon is online, it's sending data. The agent might return old or incomplete readings.
Always run get_beacon_details first to verify the firmware version and check for any pending shadow settings changes before trusting real-time sensor telemetry.
Trying to modify a removed device
Attempting to use update_beacon_settings on hardware that was already taken offline.
You must first confirm the device is still active and managed by checking its status via list_beacon_devices. If it's gone, you need to re-add it.
When It Fits, When It Doesn't
Use this MCP if your core problem involves tracking physical presence, measuring environmental conditions, or managing hardware assets spread across multiple real-world sites. You need data that links a digital metric (like visitor count) back to a precise geographic coordinate and time period. Don't use it if you only need to manage user accounts, send emails, or process financial transactions; those require dedicated communication or finance tools. If your goal is simply inventory management without location context, list_beacon_devices covers that base. But when the 'where' matters as much as the 'what,' this MCP is what you need.
Questions you might have
How do I check if my beacon fleet is fully inventoried using list_beacon_devices? +
Running list_beacon_devices gives you a complete, paginated record of all registered beacons. This report includes the MAC address, hardware type (Proximity/Location/Sticker), and current battery levels for an immediate inventory check.
Can I get temperature readings using get_beacon_telemetry? +
Yes, get_beacon_telemetry pulls the most recent sensor data. If your beacon hardware supports it, you'll receive real-time readings for temperature, ambient light levels, and barometric pressure.
What is the difference between list_physical_locations and assign_tag_to_beacon? +
list_physical_locations defines where the beacons are (the building or store). assign_tag_to_beacon organizes them by a logical group, like 'Holiday Campaign' or 'Second Floor,' regardless of where they physically sit.
How do I update the power settings for my beacons? +
Use update_beacon_settings. You specify the beacon ID and the new parameters you want to change, like transmission power (dBm) or advertising interval (ms), which queues changes in the cloud shadow.
I need visitor counts for a specific zone. Which tool should I use? get_device_analytics? +
That's right. get_device_analytics is designed to pull proximity data, giving you unique visitor estimates and dwell time distributions over the date range you specify.
If I use `remove_beacon_device`, does it stop the beacon from broadcasting entirely? +
No, the physical broadcast continues. This tool permanently removes management control of the device from your Estimote Cloud account, but the hardware keeps running and broadcasting signals for legacy systems.
When I use `list_fleet_tags`, am I seeing tags that are already assigned to devices? +
You see all defined organizational labels available in your cloud. These tags persist independently of the physical beacon and serve as logical groupings for filtering, allowing you to target specific segments across your entire fleet.
What is the required workflow after I use `create_physical_location`? +
After creating a location record, you must assign your actual beacon devices to it. This step links the physical hardware assets to the newly defined site coordinates, allowing for accurate, location-scoped analytics.
Can my agent check the battery levels of all my beacons? +
Yes. Use the 'list_beacon_devices' tool. The agent retrieves the overarching inventory of your fleet, returning hardware types and precise battery levels for every registered device natively.
How do I update the advertising interval of a beacon via chat? +
Use the 'update_beacon_settings' tool. Provide the beacon identifier and a JSON object with the new settings (e.g., '{"settings": {"advertisingInterval": 300}}'). The changes are queued in the cloud shadow and synced automatically.
Can I see real-time temperature data from my beacons through the agent? +
Absolutely. Use the 'get_beacon_telemetry' tool. Your agent will fetch the most recent sensor readings, including temperature, light, and motion detection, directly from the beacon's cloud record.
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