Compatible with every major AI agent and IDE
What is the Browse AI MCP Server?
Connect your Browse AI account to any AI agent and take full control of your no-code web scraping and automated monitoring workflows through natural conversation.
What you can do
- Robot Orchestration — List and manage all web scraping robots in your account programmatically, retrieving detailed configuration and high-fidelity extraction history
- Automated Task Execution — Programmatically trigger new robot runs with custom parameters (e.g., origin URL) to coordinate high-fidelity data collection in real-time
- Website Monitoring Intelligence — Create and manage monitoring schedules to track changes on any website and maintain a perfectly coordinated data pipeline
- Event Architecture — Access and monitor robot webhooks for instant notifications and retrieve detailed log metadata directly through your agent
- Financial Visibility — Programmatically track your account subscription status and credit usage to coordinate your automated data quotas efficiently
How it works
- Subscribe to this server
- Retrieve your Secret API Key from your Browse AI dashboard (Account > API)
- Start collecting web data and monitoring sites from Claude, Cursor, or any MCP client
No more manual logging into the dashboard to check individual extraction tasks. Your AI acts as your dedicated data engineer and monitoring coordinator.
Who is this for?
- Market Researchers — instantly trigger price scraping and competitive monitoring using natural language commands
- Growth Marketers — automate lead generation from public directories and track site changes without leaving your workspace
- Developers — integrate high-speed no-code scraping data into custom workflows through simple AI queries
Built-in capabilities (12)
Add new schedule
Get robot info
Check task progress
Check credit balance
Get account info
List scheduled scrapers
List bulk task runs
List past runs
Get event configs
List scraping robots
Delete robot webhook
Start scraping task
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Browse AI through native MCP adapters. Connect 12 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
- —
The largest ecosystem of integrations, chains, and agents. combine Browse AI MCP tools with 500+ LangChain components
- —
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
- —
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
- —
Memory and conversation persistence let agents maintain context across Browse AI queries for multi-turn workflows
Browse AI in LangChain
Browse AI and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Browse AI to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Browse AI in LangChain
The Browse AI MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 12 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Browse AI for LangChain
Every tool call from LangChain to the Browse AI MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my Browse AI Secret API Key?
Log in to your account, navigate to Account > API, and copy your Secret API Key.
Can I override the origin URL via AI?
Yes! The trigger_robot_run tool accepts a jsonInput parameter where you can provide an originUrl to override the robot's default settings.
How do I check my remaining credits?
Use the get_usage_quotas tool to retrieve information about your current subscription and remaining credits directly from the platform.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
Explore More MCP Servers
View all →
Craft (Docs & Notes)
10 toolsManage collaborative docs via Craft.do — list documents, handle blocks, track tasks, and retrieve daily notes directly from any AI agent.

Appcues
10 toolsGuide users through your product with in-app onboarding flows, feature announcements, and usage analytics without code.

SparkPost
10 toolsBring your SparkPost email delivery platform into your AI. Manage templates, send campaigns, and audit deliverability directly from your editor.

Face++ / Megvii
10 toolsLeading facial recognition and computer vision platform — detect faces, compare identities, and analyze body gestures via AI.
