How do I find my Tencent Map API Key?

Log in to the [Tencent Map Open Platform Console](https://lbs.qq.com/dev/console/key/manage), create an application, and your Key will be displayed. You can also configure the optional Secret Key (SK) in the key settings.

When should I provide the Secret Key (SK)?

Provide the SK if you have enabled 'Signature Verification' (sig) in your Tencent Map key settings. This server will automatically calculate the MD5 signature for every request if the SK is provided.

Can I use this for international geocoding?

Tencent Map is highly optimized for mainland China, Hong Kong, and Macau. While some international coverage exists, results outside these regions may be less detailed than local providers.

Tencent Map LBS API MCP Server for Pydantic AI 10 tools — connect in under 2 minutes

Name: Tencent Map LBS API
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 10 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Tencent Map LBS API through the Vinkius and every tool is automatically validated against Pydantic schemas — catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Tencent Map LBS API "
            "(10 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Tencent Map LBS API?"
    )
    print(result.data)

asyncio.run(main())

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About Tencent Map LBS API MCP Server

Empower your AI agent to orchestrate your geographic operations and location-based services with Tencent Map (腾讯地图), the dominant mapping infrastructure for the WeChat ecosystem. By connecting Tencent Map to your agent, you transform complex geocoding, route planning, and POI 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 administrative districts without you ever needing to navigate a technical console. Whether you are optimizing logistics for a WeChat Miniapp or conducting market research across Chinese cities, your agent acts as a real-time geographic intelligence assistant, providing accurate results from a single, unified source.

Pydantic AI validates every Tencent Map LBS API tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through the Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code — full type safety, structured output guarantees, and dependency injection for testable agents.

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 bicycling between any two points.
POI Discovery — Search for hotels, restaurants, and other points of interest within specific boundaries or keywords.
IP Localization — Monitor and audit user locations based on IP addresses to ensure regional accuracy.
Administrative Insights — Access the full list of administrative districts in China for regional classification.

The Tencent Map LBS API MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI 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 Tencent Map LBS API to Pydantic AI via MCP

Follow these steps to integrate the Tencent Map LBS API MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 10 tools from Tencent Map LBS API with type-safe schemas

Why Use Pydantic AI with the Tencent Map LBS API MCP Server

Pydantic AI provides unique advantages when paired with Tencent Map LBS API through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture — switch between OpenAI, Anthropic, or Gemini without changing your Tencent Map LBS API integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Tencent Map LBS API connection logic from agent behavior for testable, maintainable code

Tencent Map LBS API + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Tencent Map LBS API MCP Server delivers measurable value.

Type-safe data pipelines: query Tencent Map LBS API with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Tencent Map LBS API tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Tencent Map LBS API and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Tencent Map LBS API responses and write comprehensive agent tests

Tencent Map LBS API MCP Tools for Pydantic AI (10)

These 10 tools become available when you connect Tencent Map LBS API to Pydantic AI via MCP:

direction_bicycling

Get bicycling directions

direction_driving

Get driving directions

direction_transit

Get transit directions

direction_walking

Get walking directions

geocoding

Convert address to coordinates

get_district_list

Get administrative districts

ip_location

Get location by IP

poi_search

Search for Points of Interest

poi_suggestion

Get place suggestions

reverse_geocoding

Convert coordinates to address

Example Prompts for Tencent Map LBS API in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Tencent Map LBS API immediately.

"Find the coordinates for 'Tencent Seafront Towers' in Shenzhen."

"Search for 'Coffee' near 22.5229, 113.9351 within 1000 meters."

"What is the best transit route from Shenzhen University to the Airport?"

Troubleshooting Tencent Map LBS API MCP Server with Pydantic AI

Common issues when connecting Tencent Map LBS API to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Tencent Map LBS API + Pydantic AI FAQ

Common questions about integrating Tencent Map LBS API MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer — your Tencent Map LBS API MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.