How to Use the Baidu Map Web Service API MCP in AutoGen

Q: How do I register the Baidu Map Web Service API MCP server with AutoGen?

Install autogen-extmcp and use mcpservertools with the Vinkius HTTP URL. Pass the resulting tools list directly to your AssistantAgent constructor to give it mapping capabilities.

Connect the Baidu Map MCP Server to AutoGen to coordinate routing and POI searches across China.

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Connect Baidu Map Web Service API MCP to AutoGen

Create your Vinkius account to connect Baidu Map Web Service API to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Baidu Map Web Service API with AutoGen

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Coordinate Transit Debates in AutoGen

The `direction_transit` tool allows your transit agent to coordinate routes alongside a budget agent. The transit agent calls `direction_transit` to find train routes, while the budget agent runs `direction_driving` to calculate toll costs. They debate the trade-offs in a shared AutoGen conversation thread. This MCP Server gives both agents the exact same ground-truth data from Baidu to reach a consensus on the optimal path.

Consensus-Driven Address Geocoding

The `geocoding` tool lets your agents double-check geographic data before presenting it. One AutoGen agent runs `geocoding` on a raw Chinese address, while a verification agent uses `reverse_geocoding` on the resulting coordinates to confirm accuracy. If the address doesn't match, they use `get_suggestion` to brainstorm alternatives. This collaborative loop prevents errors when dealing with complex, multi-layered Chinese municipal addresses.

Dividing POI Searches Across Agents

The `poi_search` tool allows you to split large geographic tasks among specialized agents. A food-critic agent runs `poi_search` for restaurants, while an AutoGen hotel agent uses `get_business_area` to find the best districts to stay in. They combine their findings to draft a complete travel itinerary. By using `ip_location`, they can automatically tailor their search to the user's current city without manual input.

Setup guide

Set up Baidu Map Web Service API MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Baidu Map Web Service API tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Baidu Map Web Service API_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Baidu Map Web Service API data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Baidu Map Web Service API_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Baidu Map Web Service API data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Baidu Map Web Service API. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Baidu Map Web Service API MCP in AutoGen

Install `autogen-ext[mcp]` and use `mcp_server_tools` with the Vinkius HTTP URL. Pass the resulting tools list directly to your `AssistantAgent` constructor to give it mapping capabilities.

Yes, because the server is hosted on Vinkius, multiple AutoGen agents in your conversation can call tools like `direction_riding` or `poi_search` in parallel without conflicts.

Your AutoGen agents can debate the options. One agent might analyze the output of `direction_driving` while another looks at `direction_walking`, allowing them to negotiate the best multi-modal route.

Yes, the AutoGen integration supports both transport types. When hosting on Vinkius, you will use the Streamable HTTP transport to connect your agents to the mapping tools.

Absolutely. Any location parameters, IP addresses, or route coordinates processed by tools like `ip_location` or `direction_transit` are sent securely via HTTPS. Vinkius executes the server in a zero-trust, ephemeral sandbox that destroys the session state immediately after execution.

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