Baidu Map MCP. Geocode, route, and find POIs across China.
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…and any MCP-compatible client
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Baidu Map Web Service API connects your AI agent to China's leading mapping infrastructure. It handles everything from converting addresses to precise coordinates, calculating multi-mode routes (driving, transit, walking), and finding local points of interest across Chinese cities.
If you need reliable location intelligence for logistics or market research in the region, this MCP gives you the spatial data instantly.
What your AI agents can do
Direction driving
Calculates step-by-step travel instructions optimized for vehicles, including estimated time and distance.
Direction riding
Provides directions tailored for personal mobility methods like scooters or bikes.
Direction transit
Maps multi-modal routes using public transportation systems, detailing transfers and schedules.
Gets detailed travel instructions for driving, riding, walking, and using public transit between two points.
Takes a physical street address and returns its exact latitude and longitude pair.
Searches for specific types of businesses or points of interest around given coordinates.
Guesses a physical location (city, region) based only on an IP address.
Takes latitude and longitude and finds the nearest human-readable street address.
Ask AI about this MCP
Supported MCP Clients
OAuth 2.0 Compatible Gemini Waiting for input…
Baidu Map Web Service API (10 Tools)
These ten tools let you handle every aspect of location data: converting addresses, finding points of interest, calculating specific types of routes, and more.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Baidu Map Web Service API on Vinkius019d841bdirection driving
Calculates step-by-step travel instructions optimized for vehicles, including estimated time and distance.
019d841bdirection riding
Provides directions tailored for personal mobility methods like scooters or bikes.
019d841bdirection transit
Maps multi-modal routes using public transportation systems, detailing transfers and schedules.
019d841bdirection walking
Generates pedestrian paths with turn-by-turn instructions for foot travel between locations.
019d841bgeocoding
Converts a written street address into precise latitude and longitude coordinates.
019d841bget business area
Retrieves detailed information about the commercial zone or general business surroundings of an area.
019d841bget suggestion
Offers a list of potential places to search for based on partial names or vague location inputs.
019d841bip location
Estimates the geographical location, such as city or region, using an IP address string.
019d841bpoi search
Finds and lists various points of interest, like restaurants or hotels, near specific coordinates.
019d841breverse geocoding
Takes latitude and longitude coordinates and returns the closest human-readable street address.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Baidu Map Web Service API, then connect any of our 4,800+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 4,800+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
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.
VINKIUS INFRASTRUCTURE
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Sandboxed per request
Zero-Trust Proxy
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 10 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Trying to map out a route means jumping between websites and formats.
Before this MCP, figuring out a trip meant opening Google Maps for driving instructions, then switching to a transit website to check the train schedule, and finally pasting the endpoint into another tool just to get the final address. It was copy-pasting coordinates and addresses across three or four different tabs.
Now, your agent handles it all in one conversation. You ask for the itinerary, and it uses tools like `direction_transit` and `geocoding` simultaneously to give you a complete answer—the total time, the transfers, and the final address—without you ever leaving your workspace.
The Baidu Map MCP delivers precise location context.
You no longer have to guess what an ambiguous point means. The agent first uses `ip_location` for initial context, then refines it with targeted searches like `poi_search` to narrow down the exact building or business you need information on.
The difference is that location intelligence moves from being a series of manual lookups to a single, reliable data flow. The output isn't just data; it’s actionable knowledge.
What you can do with this MCP connector
Need to figure out where something is or how to get there within China? This MCP lets your AI agent access Baidu Map's full set of geographic tools. Instead of opening a web portal and manually entering addresses, your agent handles complex location searches through natural conversation.
It can instantly turn a street address into latitude/longitude coordinates, plan multi-step routes using driving directions, public transit schedules, or walking paths. You can also search for specific local businesses—like hotels or restaurants—near any point. Because location data is so sensitive, the MCP runs through a zero-trust proxy managed by Vinkius; your API keys pass in transit but never sit on disk.
This means you get reliable spatial intelligence without compromising security. Whether you're coordinating last-mile deliveries or doing market research across multiple Chinese districts, this connection acts as a unified geographic brain for your agent.
019d841b-59d2-718d-8b6e-20b21f38e243 
How Baidu Map MCP Works
- 1 Subscribe to this MCP and enter your Baidu Map Access Key (AK) and Secret Key (SK).
- 2 Connect your preferred AI client, like Cursor or Claude, to the Vinkius platform.
- 3 Ask your agent a location question—for example, 'What is the fastest way from X to Y?' — and it runs the necessary tools in the background.
The bottom line is you talk naturally to your AI client, and it handles all the complex map lookups using Baidu Map.
Who Is Baidu Map MCP For?
Logistics managers who lose sleep over delivery route errors. Market analysts needing localized business density data fast. Travel planners coordinating cross-city itineraries in China.
Uses the MCP to verify addresses and calculate optimal driving routes for entire fleet deliveries before they ever leave the warehouse.
Runs searches on business areas and POIs to determine commercial density or ideal retail spots in a new district.
Needs the agent to calculate multiple types of routes (e.g., walking directions followed by public transit) for field staff on site.
What Changes When You Connect
- Never manually cross-reference maps again. Your agent handles the conversion of any street address to coordinates using
geocodinginstantly. - Get multi-mode routing in one go. You don't have to run separate searches; the MCP calculates routes for driving, public transit (
direction_transit), walking, and riding all at once. - Go beyond addresses. Use
poi_searchto find specific businesses—like hotels or clinics—by simply naming them near coordinates. - Verify location data quickly using
reverse_geocoding. If you only have a point on a map, this tool gives you the actual street name and address. - Know your users' general region. Use
ip_locationto get context about where an interaction originated before running more specific searches.
Real-World Use Cases
Need delivery confirmation for a new client in Shenzhen
The agent receives a handwritten address. It uses geocoding to convert the text into coordinates, then runs direction_driving using those coords to provide the driver with accurate turn-by-turn directions and an estimated ETA.
Investigating competitor density in Shanghai
The user asks about a specific commercial district. The agent uses get_business_area for general insights, then runs poi_search to list all nearby competing restaurants and hotels by coordinates.
Planning an international corporate tour itinerary
The agent receives a rough list of destinations. It uses direction_transit to plan the optimal public transit path between three different sites, minimizing transfer time for the whole group.
Auditing user behavior by IP address
Before processing a request, the agent runs ip_location on the client's IP to confirm they are within the expected service region or compliance zone.
The Tradeoffs
Assuming simple search is enough
Asking the AI just to 'find a good place near X'. The result is vague and lacks actionable details.
→
Be specific. Ask the agent to poi_search for 'Japanese restaurants' within 1km of coordinates, then follow up with a check on nearby commercial areas using get_business_area.
Mixing location data sources manually
Taking an address from one source and trying to calculate the route in another system.
→
Let your agent handle it. Use geocoding first to standardize the address into coordinates, then pass those exact coordinates directly to any directional tool like direction_walking.
Ignoring mode of transport
Running a single 'route' command without specifying if it is by car or on foot.
→
Always specify the method. If you need to walk, use direction_walking. If you are driving, explicitly call direction_driving.
When It Fits, When It Doesn't
Use this MCP if your workflow requires high-fidelity location data specifically within China, and you must handle multiple modes of transport or complex address standardization. You need to convert raw addresses into actionable routes, not just find a rough area. Don't use this if you only need generic global mapping; other tools might suffice. Also, don't rely solely on ip_location for final decisions—it’s an educated guess. Always follow up any IP lookup with geocoding or poi_search to confirm the precise physical location.
Common Questions About Baidu Map MCP
How do I convert an address to coordinates using the `geocoding` tool? +
You simply ask your agent for it, providing the full physical address. The MCP uses the geocoding function to return precise latitude and longitude pairs immediately.
Can I find a specific restaurant using `poi_search`? +
Yes. You tell your agent what you are looking for (e.g., 'Italian cafe') and the general area, and it uses poi_search to list matching points of interest near those coordinates.
Does `direction_transit` handle complex transfers? +
It does. The tool calculates multi-step public transit routes, managing all necessary line changes and transfer times between different modes of travel.
What is the difference between `geocoding` and `reverse_geocoding`? +
Geocoding converts text (address) into numbers (coordinates). Reverse_geocoding does the opposite: it takes coordinates and finds the nearest street address.
When calling `geocoding`, what security measures protect my Baidu Map Access Key? +
Your keys pass through a zero-trust proxy, meaning they are only used in transit. Your agent's credentials never sit on disk within the Vinkius platform. This architecture keeps your sensitive map access keys protected during every single operation.
If I use `direction_driving` and the requested route is blocked, what should my agent do? +
The tool will return a specific status code indicating an impedance or block. Your workflow needs to check for this failure state; it signals physical barriers like construction that require manual rerouting logic in your calling script.
How does `get_business_area` provide insights beyond simple POI listings? +
It delivers structured data about the local commercial zoning and density. This allows your agent to analyze market saturation and business context, rather than just listing nearby restaurants or shops.
What should I do if my `poi_search` queries hit a rate limit? +
The API response will include the specific error code and recommended wait time. You must build an exponential backoff mechanism into your agent's workflow to prevent service interruptions when running high volumes of searches.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.