Bring Data Extraction
to Pydantic AI
Create your Vinkius account to connect Browse AI to Pydantic AI and start using all 10 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 Browse AI MCP Server?
Connect your Browse AI account to any AI agent and orchestrate your web scraping, data extraction, and website monitoring workflows through natural conversation.
What you can do
- Robot Oversight — List all your approved robots and retrieve detailed metadata for each scraper.
- Task Execution — Trigger robot runs (tasks) on specific URLs and monitor their progress in real-time.
- Data Retrieval — Retrieve structured data captured by your robots directly into your workspace.
- Website Monitoring — List and create monitor schedules to track changes on any website automatically.
- Bulk Operations — Manage and inspect bulk runs to extract data from multiple sources at once.
- System Status — Check the health and queue status of the Browse AI infrastructure.
How it works
- Subscribe to this server
- Enter your Browse AI Secret API Key
- Start extracting web data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts & Researchers — quickly trigger data extractions and retrieve results without manual dashboard exports.
- Growth Marketers — monitor competitor prices or new listings straight from their workflow tools.
- Developers — integrate web extraction logic into their coding environment using natural language.
Built-in capabilities (10)
Create a new monitor schedule for a robot
Get details of a specific bulk run
Get details of a specific robot
Check Browse AI system and queue status
Get status and extracted data for a task
List all bulk runs for a robot
List all monitors for a specific robot
List all approved robots
List all tasks for a specific robot
Run a robot to extract data (creates a task)
Why Pydantic AI?
Pydantic AI validates every Browse AI tool response against typed schemas, catching data inconsistencies at build time. Connect 10 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.
- —
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 Browse AI integration code
- —
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
- —
Dependency injection system cleanly separates your Browse AI connection logic from agent behavior for testable, maintainable code
Browse AI in Pydantic AI
Why run Browse AI with Vinkius?
The Browse AI 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 10 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 Browse AI using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Browse AI and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Browse AI 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
Browse AI for Pydantic AI
Every request between Pydantic AI and Browse AI 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
Can I trigger a data extraction for a specific URL?
Yes! Use the run_robot tool with the Robot ID and the target URL (origin_url). Your agent will create a new task in Browse AI to extract the data instantly.
How do I retrieve the data once a robot finishes its task?
Simply ask the agent to get_task and provide the Task ID. If the status is 'successful', it will return the JSON structure containing all the captured data fields.
Can I list all the robots I have trained in my account?
Yes. Use the list_robots tool. It will retrieve all the approved robots currently available in your Browse AI dashboard, including their names and unique IDs.
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 Browse AI MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
Explore More MCP Servers
View all →
Mews
12 toolsManage hotel reservations, guests, rooms, billing, housekeeping, and services for your Mews property through natural conversation.
Zoho CRM Contacts
11 toolsSearch, create, and manage contacts, leads, and accounts — with lead conversion and related records in Zoho CRM.
WCAG.com Accessibility
4 toolsAudit web accessibility — check compliance and guidelines via AI.
RocketReach
12 toolsFind accurate contact information for professionals and companies with a database of verified emails and direct phone numbers.