Baidu Map Web Service API MCP Server for Vercel AI SDK 10 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Baidu Map Web Service API through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
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Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using Baidu Map Web Service API, list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Baidu Map Web Service API MCP Server
Empower your AI agent to orchestrate your geographic searches and location-based operations with Baidu Map, the premier mapping infrastructure in China. By connecting Baidu Map to your agent, you transform complex geocoding, route planning, and POI (Point of Interest) discovery into a natural conversation. Your agent can instantly convert addresses to coordinates, calculate optimal driving or transit routes, locate users by IP address, and audit local business areas without you ever needing to navigate a technical portal. Whether you are optimizing logistics or conducting market research across Chinese cities, your agent acts as a real-time geographic intelligence assistant, providing accurate and reliable spatial data from a single, unified source.
The Vercel AI SDK gives every Baidu Map Web Service API tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
What you can do
- Geocoding Orchestration — Convert physical addresses into precise latitude and longitude coordinates and vice versa.
- Route Planning — Retrieve detailed directions for driving, public transit, walking, and riding between any two points.
- POI Discovery — Search for hotels, restaurants, and other points of interest within specific regions or around coordinates.
- IP Localization — Monitor and audit user locations based on IP addresses to ensure regional compliance or targeting.
- Business Area Insights — Access detailed information about local commercial zones and business surroundings.
The Baidu Map Web Service API MCP Server exposes 10 tools through the Vinkius. Connect it to Vercel AI SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Baidu Map Web Service API to Vercel AI SDK via MCP
Follow these steps to integrate the Baidu Map Web Service API MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 10 tools from Baidu Map Web Service API and passes them to the LLM
Why Use Vercel AI SDK with the Baidu Map Web Service API MCP Server
Vercel AI SDK provides unique advantages when paired with Baidu Map Web Service API through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same Baidu Map Web Service API integration everywhere
Built-in streaming UI primitives let you display Baidu Map Web Service API tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
Baidu Map Web Service API + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Baidu Map Web Service API MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Baidu Map Web Service API in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Baidu Map Web Service API tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Baidu Map Web Service API capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Baidu Map Web Service API through natural language queries
Baidu Map Web Service API MCP Tools for Vercel AI SDK (10)
These 10 tools become available when you connect Baidu Map Web Service API to Vercel AI SDK via MCP:
direction_driving
Get driving directions
direction_riding
Get riding directions
direction_transit
Get transit directions
direction_walking
Get walking directions
geocoding
Convert address to coordinates
get_business_area
Get business area info
get_suggestion
Get place suggestions
ip_location
Get location by IP
poi_search
Search for Points of Interest
reverse_geocoding
Convert coordinates to address
Example Prompts for Baidu Map Web Service API in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Baidu Map Web Service API immediately.
"Find the coordinates for 'Baidu Building' in Beijing."
"Plan a driving route from 'Tsinghua University' to 'Peking University'."
"Search for 'Hotels' near these coordinates: 31.2304, 121.4737 (Shanghai)."
Troubleshooting Baidu Map Web Service API MCP Server with Vercel AI SDK
Common issues when connecting Baidu Map Web Service API to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpBaidu Map Web Service API + Vercel AI SDK FAQ
Common questions about integrating Baidu Map Web Service API MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect Baidu Map Web Service API with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Baidu Map Web Service API to Vercel AI SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.