Baidu Map Web Service API MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Baidu Map Web Service API through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Baidu Map Web Service API Assistant",
instructions=(
"You help users interact with Baidu Map Web Service API. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Baidu Map Web Service API"
)
print(result.final_output)
asyncio.run(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 OpenAI Agents SDK auto-discovers all 10 tools from Baidu Map Web Service API through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Baidu Map Web Service API, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the Baidu Map Web Service API MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Baidu Map Web Service API
Why Use OpenAI Agents SDK with the Baidu Map Web Service API MCP Server
OpenAI Agents SDK provides unique advantages when paired with Baidu Map Web Service API through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Baidu Map Web Service API + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Baidu Map Web Service API MCP Server delivers measurable value.
Automated workflows: build agents that query Baidu Map Web Service API, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Baidu Map Web Service API, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Baidu Map Web Service API tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Baidu Map Web Service API to resolve tickets, look up records, and update statuses without human intervention
Baidu Map Web Service API MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Baidu Map Web Service API to OpenAI Agents 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents 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 OpenAI Agents SDK
Common issues when connecting Baidu Map Web Service API to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Baidu Map Web Service API + OpenAI Agents SDK FAQ
Common questions about integrating Baidu Map Web Service API MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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 OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.