Bring Visual Monitoring
to LlamaIndex
Create your Vinkius account to connect Browserbear to LlamaIndex 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 Browserbear MCP Server?
Connect your Browserbear (Roborabbit) account to any AI agent and orchestrate your browser automation, web scraping, and visual monitoring workflows through natural conversation.
What you can do
- Task Oversight — List and retrieve detailed metadata for all your saved browser automation tasks.
- Automation Execution — Trigger task runs with dynamic overrides (like URL or form data) and monitor their progress.
- Visual Captures — Take high-quality screenshots of any URL with customizable dimensions and wait times.
- Data Extraction — Retrieve scraped structured data and screenshot URLs directly into your workspace.
- Run Management — List, inspect, and delete history of your automation runs.
- Project Coordination — Access and organize your tasks across multiple projects and track account usage.
How it works
- Subscribe to this server
- Enter your Browserbear API Key
- Start automating the web from Claude, Cursor, or any MCP-compatible client
Who is this for?
- QA Engineers — quickly trigger visual regression tests and inspect results without manual dashboard work.
- Growth Marketers — automate lead gathering or competitor monitoring straight from their workflow tools.
- Developers — integrate complex browser interactions into their coding environment using natural language.
Built-in capabilities (10)
Create a new browser automation task
Delete a task run record
Retrieve account usage statistics
Get status and results of a task run
Get details of a specific task
List all projects in the account
List all task runs
List all browser automation tasks
Trigger a run for a specific task
Take a quick screenshot of a URL
Why LlamaIndex?
LlamaIndex agents combine Browserbear tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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Data-first architecture: LlamaIndex agents combine Browserbear tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Browserbear tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Browserbear, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what Browserbear tools were called, what data was returned, and how it influenced the final answer
Browserbear in LlamaIndex
Why run Browserbear with Vinkius?
The Browserbear 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 Browserbear using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Browserbear and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Browserbear to LlamaIndex 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
Browserbear for LlamaIndex
Every request between LlamaIndex and Browserbear 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 browser task with a different starting URL?
Yes! Use the run_task tool and provide the Task ID. In the overrides field, you can pass a JSON object like {"url": "https://newsite.com"} to change the starting point dynamically.
How do I see the screenshot captured by a task?
Simply ask the agent to get_run and provide the Run ID. Once the status is 'finished', the response will include a screenshot_url that you can click to view the image.
Does the integration allow taking a quick screenshot without a saved task?
Yes. Use the take_screenshot action and provide the URL. It will create a simplified run that captures the page and returns the result URL once processed.
How does LlamaIndex connect to MCP servers?
Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Browserbear tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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