Bring Tide Data
to Pydantic AI
Create your Vinkius account to connect QWeather Ocean/Tide API to Pydantic AI and start using all 2 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the QWeather Ocean/Tide API MCP Server?
Empower your AI agent to orchestrate your entire maritime research and oceanographic auditing workflow with the QWeather Ocean/Tide API, the specialized source for global tide data. By connecting QWeather's ocean intelligence to your agent, you transform complex water level searches into a natural conversation. Your agent can instantly retrieve real-time tide tables, audit high and low water peaks, and query specific location metadata without you ever touching a technical portal. Whether you are planning coastal logistics or conducting marine research, your agent acts as a real-time oceanographic consultant, ensuring your data is always verified and precise.
What you can do
- Tide Auditing — Retrieve high-resolution tide tables for global locations and maintain a clear view of water level changes.
- Peak Oversight — Audit high and low water times and heights to understand the temporal distribution of maritime scale instantly.
- Geographic Discovery — Query tide data by location ID or coordinates to maintain strict organizational control over regional data.
- Ocean Intelligence — Retrieve detailed oceanographic metadata to assist in deep-dive coastal classification.
- Operational Monitoring — Check API status to ensure your maritime research workflow is always operational.
How it works
- Subscribe to this server
- Enter your QWeather API Key
- Start managing your oceanographic intelligence through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Mariners & Harbor Masters — monitor tide levels and retrieve water metadata straight from your workflow.
- Marine Researchers — verify tide patterns and audit oceanographic markers without manual searching.
- Coastal Planners — perform rapid audits of water peaks and identify relevant maritime markers through natural language.
- Operations Leads — automate oceanographic data querying to orchestrate cross-functional maritime teams smoothly.
Built-in capabilities (2)
Check if the QWeather Ocean service is operational
Get real-time tide data for a specific location and date
Why Pydantic AI?
Pydantic AI validates every QWeather Ocean/Tide API tool response against typed schemas, catching data inconsistencies at build time. Connect 2 tools through 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.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your QWeather Ocean/Tide API integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your QWeather Ocean/Tide API connection logic from agent behavior for testable, maintainable code
QWeather Ocean/Tide API in Pydantic AI
Why run QWeather Ocean/Tide API with Vinkius?
The QWeather Ocean/Tide API connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 2 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect QWeather Ocean/Tide API using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
QWeather Ocean/Tide API and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect QWeather Ocean/Tide API to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
QWeather Ocean/Tide API for Pydantic AI
Every request between Pydantic AI and QWeather Ocean/Tide API is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my QWeather API Key?
Log in to your QWeather Developer portal, create a project, and you will find your API Key in your dashboard. Copy and paste it below.
Does it support coordinate search?
Yes. You can provide location coordinates (lat,lon) to the get_ocean_tide_data tool to retrieve precise regional tide metadata.
What data format is returned for tide tables?
The API returns detailed hourly or daily tide tables, including timestamped water height and peak type metadata.
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 QWeather Ocean/Tide API MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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