MCP Servers

Aiqaramba

Browser-based QA testing for AI-built software. Agents open real browsers (via Selenium), navigate pages, fill forms, click buttons, and report findings. Two modes: targeted tests (30-90s) and full-site discovery scans (3-15min).

README

Aiqaramba MCP Server

AI-powered browser testing as an MCP tool. Give it a URL and instructions — it opens a real browser, navigates pages, fills forms, clicks buttons, and reports what it finds.

What it does

Aiqaramba runs AI agents in real browsers (Chrome, Firefox) to test web applications from an end-user perspective. No selectors, no scripts — describe what to test in plain language.

Tools

Tool	What it does	Typical time
`create_agent`	Run a targeted test — navigate to a URL, perform actions, verify outcomes	30–90s
`run_discovery`	Explore an entire site — map pages, find issues, generate test journeys	3–15min
`get_agent`	Check agent status and read results (auto-summarizes completed agents)	instant
`list_agents`	List all agents in a project	instant
`list_projects`	List available projects	instant

Example usage

"Navigate to https://mysite.com/checkout, fill the payment form with
test card 4242424242424242, click submit, and verify the confirmation
page shows an order number."

The agent opens a real browser, executes the flow, takes screenshots at each step, and returns a structured report with pass/fail status.

Setup

Connect directly to the hosted MCP endpoint. Nothing to download.

Claude Code / Cursor / VS Code:

{
  "mcpServers": {
    "aiqaramba": {
      "type": "streamable-http",
      "url": "https://mcp.aiqaramba.com/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Configuration

Environment variable	Default	Description
`AIQARAMBA_API_KEY`	(required)	Your API key from app.aiqaramba.com

Get an API key

Sign up at app.aiqaramba.com
Go to Settings > API Keys
Create a new key

Or book a demo to get started with a guided setup.

Requirements

URLs must be publicly reachable (not localhost). For local apps, use a tunnel like ngrok.
The agent needs to be able to navigate to the page without VPN or IP restrictions.

Terms

By using the Aiqaramba API, you agree to our Terms of Service. The API returns terms at GET /api/v1/terms and via the X-Terms-URL response header.

Recommended Servers

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official

Featured

TypeScript

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official

Featured

Local

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official

Featured

TypeScript

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official

Featured

Python

E2B

Using MCP to run code via e2b.

Official

Featured

Neon Database

MCP server for interacting with Neon Management API and databases

Official

Featured

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official

Featured