How do I get an API Key for Fluxguard?

You can generate an API key in your Fluxguard dashboard under Organization Settings.

What types of changes can Fluxguard detect?

Fluxguard detects text, HTML, and visual changes (CSS/layout) across monitored pages.

Can I manually trigger a check for a site?

Yes, you can use the 'initiate_crawl' tool to trigger an immediate crawl for any monitored site.

Can I acknowledge alerts through the agent?

Yes, use the 'acknowledge_alert' tool to mark an alert as reviewed, removing it from the active list.

Fluxguard MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes

Name: Fluxguard
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 12 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Fluxguard through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Fluxguard Assistant",
            instructions=(
                "You help users interact with Fluxguard. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Fluxguard"
        )
        print(result.final_output)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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

About Fluxguard MCP Server

Connect your Fluxguard account to any AI agent to automate website change monitoring and regression testing. Fluxguard provides a comprehensive platform for detecting text, HTML, and visual changes across your monitored pages. This MCP server allows you to manage your monitoring setup and retrieve change alerts directly through natural conversation.

The OpenAI Agents SDK auto-discovers all 12 tools from Fluxguard through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Fluxguard, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Page Monitoring — Add new URLs for monitoring and organize them into categories.
Change Detection — Retrieve a list of all detected changes and fetch specific details for each change.
Manual Crawls — Manually initiate immediate crawls for your monitored sites.
Alert Management — Access all generated alerts and acknowledge them directly through the agent.
Snapshots — List and retrieve historical snapshots captured for your monitored pages.
AI Summaries — Detected changes can be summarized to understand the significance of every update.

The Fluxguard MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Fluxguard to OpenAI Agents SDK via MCP

Follow these steps to integrate the Fluxguard MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 12 tools from Fluxguard

Why Use OpenAI Agents SDK with the Fluxguard MCP Server

OpenAI Agents SDK provides unique advantages when paired with Fluxguard through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Fluxguard + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Fluxguard MCP Server delivers measurable value.

Automated workflows: build agents that query Fluxguard, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Fluxguard, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Fluxguard tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Fluxguard to resolve tickets, look up records, and update statuses without human intervention

Fluxguard MCP Tools for OpenAI Agents SDK (12)

These 12 tools become available when you connect Fluxguard to OpenAI Agents SDK via MCP:

acknowledge_alert

Mark alert as reviewed

add_page

Add URL for monitoring

create_category

Create a new category

get_account

Get organization attributes

get_change

Get change details

get_site

Get site details

initiate_crawl

Manually trigger a crawl

list_alerts

List monitoring alerts

list_categories

List monitoring categories

list_changes

List detected changes

list_sites

List monitored sites

list_snapshots

List site snapshots

Example Prompts for Fluxguard in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Fluxguard immediately.

"Add the URL 'https://example.com' to my monitoring list."

"Show me the most recent changes detected across all sites."

"Initiate an immediate crawl for site ID 'site_123'."

Troubleshooting Fluxguard MCP Server with OpenAI Agents SDK

Common issues when connecting Fluxguard to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Fluxguard + OpenAI Agents SDK FAQ

Common questions about integrating Fluxguard MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.