MCP For Claude Marketplace
Baidu Huiyan LBS

Baidu Huiyan LBS MCP Connector for Claude

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Analyze population mobility via Baidu Huiyan — track migration flows, urban crowd density, and perform precision geocoding from any AI agent.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner
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Connect your AI agents to Baidu Huiyan (百度慧眼), Asia's leading macro-scale location intelligence platform. This MCP provides 10 tools to analyze population mobility, urban density patterns, and perform precision geocoding using Baidu's massive LBS data ecosystem.

What you can do

  • Migration Flow Analysis — Track population migration patterns between cities and provinces, with daily scale indexes and directional flows
  • Urban Density Monitoring — Query real-time and historical crowd density data to identify hotspots for event management and commercial planning
  • Precision Geocoding — Convert addresses to coordinates (BD09ll) and perform reverse geocoding within China's geographic boundaries
  • Area Demographics — Retrieve population profiles and behavioral patterns for any administrative region
  • POI Search — Search points of interest within specific regions using Baidu Maps

How it works

  1. Create a developer account on the Baidu LBS Open Platform
  2. Register an application to obtain your AK (Access Key)
  3. Enable SN Verification in the console to generate your SK (Secret Key)
  4. Enter both keys below — the engine automatically computes the required MD5 SN signature for every request

Who is this for?

  • Urban Planners — audit population movement metrics to optimize transit networks
  • Retail Analysts — identify high-footfall zones for store location planning
  • Logistics Teams — monitor crowd congestion patterns for route optimization
mobility-analyticsurban-planningpopulation-flowlocation-intelligencecrowd-density

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

geocode_address

Convert a street address to latitude/longitude coordinates

get_area_profile

Get demographic and behavioral profile of a geographic area

get_migration_city_rank

Direction: "in" or "out". Rank cities by migration flow volume relative to a target area

get_migration_province_rank

Rank provinces by migration flow volume relative to a target area

get_migration_scale

Direction: "in" or "out". Get population migration intensity index for an area

get_population_density

Get real-time population density heatmap data for an area

get_population_flow

Get population inflow/outflow volumes for an area

get_stay_duration

Get average visitor stay duration for a geographic area

reverse_geocode

Convert latitude/longitude to a structured address

search_poi

Search Points of Interest near a location or region

See how to talk to your AI agent using Baidu Huiyan LBS.

Get the crowd density data for the Sanlitun area in Beijing.

Querying Huiyan density data... The Sanlitun area (ID: BJ_110105X8) shows a crowd density index of 8.2, at approximately 90% peak capacity. This indicates very high footfall in the retail and entertainment district. Would you like to check adjacent neighborhoods?

Analyze the inbound migration flow to Shanghai for this week.

Analyzing migration data for Shanghai (310000)... The inbound flow index averages 7.15 this week. The top origin city is Suzhou at 28% of total inflow, followed by Hangzhou at 15%. Would you like to see the full city ranking or compare with last week?

Geocode 'The Bund, Zhongshan East 1st Road, Huangpu, Shanghai' in BD09ll format.

Geocoding complete. Address resolved to: Latitude 31.239722, Longitude 121.493888. Confidence: 99%. Coordinate system: BD09ll (Baidu proprietary). Would you like to reverse-geocode these coordinates or search for nearby POIs?

The engine handles all cryptographic computation automatically. It alphabetizes request parameters, appends the API path and your SK, then generates the required MD5 hash — no manual work required.

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