Bring Sensors Data
to VS Code Copilot
Create your Vinkius account to connect Sensors Data to VS Code Copilot and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
- Subscribe to this server
- Log in to your Sensors Data Dashboard
- Navigate to Project Settings > API Access to obtain your Project Name and API Key (Token)
- Identify your Base URL (e.g.,
https://api.sensorsdata.cnor your private cloud endpoint) - 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
Built-in capabilities (10)
Perform complex event analysis
Calculate conversion funnel metrics
Calculate user retention rates
Retrieve the property schema for a specific event
Retrieve Sensors Data project metadata
Get the chronological sequence of events for a user
List all defined event names in the schema
List all defined user profile properties
Get profile information for a specific user
Retrieve a list of user behaviors/events
Why VS Code Copilot?
GitHub Copilot Agent mode brings Sensors Data data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 10 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.
- —
VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor
- —
Project-scoped MCP configs (
.vscode/mcp.json) let you commit server configurations to your repository, ensuring the entire team shares the same tool access - —
Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
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GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services
Sensors Data in VS Code Copilot
Why run Sensors Data with Vinkius?
The Sensors Data connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Sensors Data using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Sensors Data and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Sensors Data to VS Code Copilot through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Sensors Data for VS Code Copilot
Every request between VS Code Copilot and Sensors Data is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
Which VS Code version supports MCP?
MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.
How do I switch to Agent mode?
Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.
Can I restrict which MCP tools Copilot can access?
Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.
Does MCP work in VS Code Remote or Codespaces?
Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.
MCP tools not available
Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.
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