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MCP Server

Baidu Huiyan LBS MCP for AI. Track movement and pinpoint density across China.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

Baidu Huiyan LBS MCP on Cursor AI Code EditorBaidu Huiyan LBS MCP on Claude Desktop AppBaidu Huiyan LBS MCP on OpenAI Agents SDKBaidu Huiyan LBS MCP on Visual Studio CodeBaidu Huiyan LBS MCP on GitHub Copilot AI AgentBaidu Huiyan LBS MCP on Google Gemini AIBaidu Huiyan LBS MCP on Lovable AI DevelopmentBaidu Huiyan LBS MCP on Mistral AI AgentsBaidu Huiyan LBS MCP on Amazon AWS Bedrock

How this MCP server connects to your AI agent

Baidu Huiyan LBS analyzes large-scale population movement across China. Use this MCP to track migration flows, measure real-time urban crowd density, and perform precise geocoding of addresses or coordinates within Chinese boundaries.

It gives you macro-level insights into where people move and how crowded a location is.

What AI agents can do with Baidu Huiyan LBS Automation

Geocode address

This tool converts a specific street address into its corresponding latitude and longitude coordinates.

Get area profile

It fetches the demographic and behavioral profile for any defined geographic area you specify.

Get migration city rank

You can rank cities by migration flow volume, specifying if the direction is 'in' or 'out' of a target area.

+ 7 more capabilities included
Map Population Movement

Determine directional population shifts, tracking both inbound and outbound flows relative to specific cities or provinces.

Monitor Crowd Density

Query real-time density data or calculate the general migration intensity index for any defined geographic area.

Pinpoint Locations

Convert physical street addresses into precise latitude and longitude coordinates, or vice versa using reverse geocoding.

Analyze Regional People Trends

Retrieve detailed demographic profiles and behavioral patterns for any administrative region in China.

Find Local Spots

Search and list points of interest (POIs) near a specific geographical area or coordinate set.

Included with Plan

Waiting for input…

AI Agent

What AI agents can do with Baidu Huiyan LBS: 10 Tools for Location Intelligence

Use these tools to analyze population flow, check urban density heatmaps, and get detailed demographic profiles across China's major regions.

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 Baidu Huiyan LBS on Vinkius

Geocode Address

This tool converts a specific street address into its corresponding latitude and longitude coordinates.

Get Area Profile

It fetches the demographic and behavioral profile for any defined geographic area...

Get Migration City Rank

You can rank cities by migration flow volume, specifying if the direction is 'in' or...

Get Migration Province Rank

This ranks entire provinces based on their population migration volume relative to a...

Get Migration Scale

Get the overall population migration intensity index for an area, defining whether...

Get Population Density

Retrieves a real-time population density heatmap showing crowd concentration data for a specific location.

Get Population Flow

Calculates the total volume of population inflow or outflow into a designated area.

Get Stay Duration

It provides the average time visitors spend within any given geographic area.

Reverse Geocode

This tool takes latitude and longitude coordinates and converts them back into a...

Search Poi

Search for various Points of Interest (like restaurants or shops) near a location or...

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

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

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.

3

Start a conversation

Open a new chat. The Baidu Huiyan LBS 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
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  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Baidu Huiyan LBS, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,100+ 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

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Zero-Trust Proxy

No stored credentials

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Policy on every call

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Built on the Model Context Protocol (MCP) for 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.

The struggle with location data today feels like endless copy-pasting between disparate systems., Solved with Vinkius AI Gateway

Right now, if you want to know about a market's potential, you might check one site for population growth numbers. Then, you switch to another service just to see where the main traffic routes are. You manually copy coordinates from this report and paste them into that platform’s search bar to find nearby businesses. It takes hours of context switching and data cleaning.

With this MCP, your agent pulls it all together. You ask a single question about an area's viability. The system automatically runs multiple checks: population flow using `get_population_flow`, confirms the precise location via `geocode_address`, and then flags relevant points of interest with `search_poi`. You get one clean answer, not five separate spreadsheets.

Baidu Huiyan LBS MCP delivers deep demographic intelligence.

You no longer have to guess about the people in an area. Instead of just seeing a pin on a map, you can run `get_area_profile` to see who lives there, their typical behavior, and what they are capable of buying. You also get vital metrics like how long visitors stay using `get_stay_duration`.

What's different now is that location intelligence isn't just about coordinates; it's about human patterns. This MCP turns raw geospatial data into actionable business insights.

What your AI can actually do with this

This connector links your AI agent directly to Baidu Huiyan, Asia's massive location intelligence platform. You gain the ability to analyze population mobility patterns that standard mapping services miss. Need to know if an area is growing or shrinking? You can track migration flows between provinces and cities. Want to plan a retail space? Query historical and real-time crowd density heatmaps to pinpoint high-footfall zones before you even buy a lease.

The MCP handles complex tasks like converting any street address into coordinates, giving you precise geocoding data that works across China's unique system. If your current workflow for location analysis feels too siloed, connecting through the Vinkius catalog gives you access to this specific geospatial power alongside thousands of others.

You can also get a demographic profile or calculate how long visitors typically stay in a given region.

Built · Hosted · Managed by Vinkius Baidu Huiyan LBS MCP - Population Mobility & Density Data
Server ID 019eb869-2c40-71f9-a777-7384534055ec
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

How do I use the get_population_density tool? +

You simply ask your agent to check the density for a specific area or coordinates. The MCP returns a heatmap index, telling you if footfall is high (near 100% capacity) or low.

Is Baidu Huiyan LBS better than general mapping tools? +

Yes, because it provides specialized macro-scale data. General maps show where something is; this MCP shows how many people are going there and why they move that way.

Which tool should I use to find a new office location? +

Start with get_migration_city_rank or get_migration_province_rank to confirm the area is growing. Then, use search_poi and get_population_density to verify high foot traffic.

Can I convert coordinates back into a street address? +

You can use the reverse_geocode tool. It takes latitude/longitude pairs and outputs a structured, readable address format.

Does this MCP only work in China? +

Yes, the data set is specific to Baidu’s massive LBS ecosystem within China's geographic boundaries. It provides highly accurate local context for that region.

Built & Managed by Vinkius 30s setup 10 tools

We've already built the connector for Baidu Huiyan LBS. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 10 tools are live and waiting. You're up and running in seconds.

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