Sensors Data

Sensors Data MCP Connector for Claude

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Orchestrate Sensors Data analytics — manage events, query user profiles, and monitor data ingestion directly from any AI agent.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner

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.

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

How it works

  1. Subscribe to this server
  2. Log in to your Sensors Data Dashboard
  3. Navigate to Project Settings > API Access to obtain your Project Name and API Key (Token)
  4. Identify your Base URL (e.g., https://api.sensorsdata.cn or your private cloud endpoint)
  5. Insert your credentials into the fields below to start managing your big data workflows.

Who is this for?

  • Data Analysts — automate the retrieval of user behavior metrics and event summaries via natural language
  • Product Managers — monitor real-time feature adoption and user retention data without complex SQL
  • Growth Engineers — integrate deep behavioral insights into automated marketing and personalization flows
sensors-databig-datauser-behaviorevent-trackingdata-ingestionbehavioral-analytics

10 tools expose this connector's capabilities to your AI agent.

get_user_behavior_sequence

Get the chronological sequence of events for a user

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

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

See how to talk to your AI agent using Sensors Data.

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

Retrieving event statistics for 'MainApp'... The top 5 events today are: 1. page_view (1.2M), 2. item_click (450K), 3. user_login (120K), 4. add_to_cart (85K), 5. purchase_complete (12K). Would you like to see the conversion rate between these?

Get the behavioral attributes for user ID 'user_sensors_777'.

Querying user profile... User 'user_sensors_777' is categorized as a 'High-Value Customer' with 15 purchases in the last 30 days. Preferred category: 'Electronics'. Last active: 10 minutes ago.

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

Checking pipeline health for 'AnalyticsBeta'... Current status: Healthy. Ingestion rate is 15K events/sec with zero reported errors in the last hour. Connectivity to the Sensors Data cluster is stable.

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.

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