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Connect Baidu Huiyan Lbs to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Understand where people move and why they stop.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Baidu Huiyan.

  1. 01

    Get migration city rank

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

  2. 02

    Get population density

    Get real-time population density heatmap data for an area

  3. 03

    Get stay duration

    Get average visitor stay duration for a geographic area

  4. 04

    Geocode address

    Convert a street address to latitude/longitude coordinates

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Baidu Huiyan.

  1. 05

    Get area profile

    Get demographic and behavioral profile of a geographic area

  2. 06

    Get migration province rank

    Rank provinces by migration flow volume relative to a target area

  3. 07

    Get migration scale

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

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Baidu Huiyan.

  1. 08

    Get population flow

    Get population inflow/outflow volumes for an area

  2. 09

    Reverse geocode

    Convert latitude/longitude to a structured address

  3. 10

    Search poi

    Search Points of Interest near a location or region

Real work

What teams actually run

01

Planning a New Store

Before signing a lease, ask the MCP to search for Points of Interest and check the crowd density for the surrounding block to gauge foot traffic.

02

Optimizing Transit Routes

Use the population flow capabilities to identify areas with high inbound or outbound volumes, helping transit authorities adjust schedules.

03

Event Management

Check the real-time population density heatmap for a festival site to ensure emergency services can plan for peak capacity.

04

Market Research

Retrieve the area profile and average stay duration for a commercial district to understand consumer behavior and spending habits.

Automate a task

Put Baidu Huiyan to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Baidu Huiyan works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Baidu Huiyan to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

978ms average. Fast in production.

Baidu Huiyan is checked daily against the live service.

Daily averagePeak 1195ms
Oct 3Today
Fastest day
799ms
Slowest day
1195ms
14-day trend
Slowing+7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Baidu Huiyan, so you can see the experience inside your AI.

It does not authenticate your account with Baidu Huiyan. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Baidu Huiyan Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_tGTH2n0q6PiEHVi5693NBVvyJ5XV9t2DFEKYvtA7/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Baidu Huiyan capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "baidu-huiyan-lbs-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_tGTH2n0q6PiEHVi5693NBVvyJ5XV9t2DFEKYvtA7/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Baidu Huiyan in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Baidu Huiyan owners hand off.

This MCP is built for professionals who need hard data on human movement and urban infrastructure. If your job involves predicting foot traffic, optimizing logistics routes, or understanding market density, this connector is essential. It moves you past simple maps and into actionable behavioral intelligence.

  • 01

    Urban Planners

    Audit population movement metrics to optimize public transit networks and city layouts.

  • 02

    Retail Analysts

    Identify high-footfall zones and optimal store locations by analyzing crowd density and visitor stay duration.

  • 03

    Logistics Teams

    Monitor crowd congestion patterns and population flow volumes to optimize delivery and travel routes.

FAQ

Questions Baidu Huiyan owners ask.

  • 01

    Does this MCP work for locations outside of China?

    No. This MCP is specifically built around Baidu Huiyan's massive LBS data ecosystem, which focuses on geographic data within China's boundaries. It cannot analyze international locations.

  • 02

    What kind of data does it provide about people?

    It provides behavioral metrics, including population flow volumes, migration intensity indices, and real-time crowd density heatmaps. It focuses on movement and presence, not individual tracking.

  • 03

    Do I need to worry about the API keys?

    No. Vinkius hosts and manages the credentials. You connect your AI client once, and the platform handles the complex authentication and signature generation for all your requests.

  • 04

    Is this just a map viewer, or can it analyze data?

    It's much more than a map viewer. It's an analytics capability. You use the MCP to pull specific, quantitative data points—like average stay duration or city ranking—that you then feed into your workflow.

  • 05

    How does SN signature authentication work?

    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.

  • 06

    Can I compare migration patterns across different dates?

    Yes. Use the migration capabilities with different date parameters to compare holiday periods against regular days. Your AI agent can make sequential calls to build trend analyses automatically.

  • 07

    Is the geocoding limited to China?

    Yes. This integration uses the Baidu BD09ll coordinate system which is optimized for mainland China. For global geocoding, consider using a complementary service.

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