Aiqaramba

io.github.ajrogierPublished by GitHub account ajrogierv0.2.0Updated Oct 24, 2026

Browser-based QA for AI-built software. Test pages with real browsers via agents.

VerifiedStreamable HTTPWeb executableBrowser AutomationDeveloper Tools

Overview

AI-generated overview

Aiqaramba is a remote MCP endpoint for browser-based QA of AI-built software, letting an assistant test web pages with real browsers.

What you can do
  • Test web pages with real browsers through an agent-driven QA workflow.
  • Run quality checks against software built with AI assistance.
  • The listing names no individual tools, so the exact operations available are not documented here.
When to use it
Worth adding when you want an assistant to verify pages or AI-generated web apps in real browsers rather than only reading code, for example after generating or changing a front end.
Requirements
A remote MCP endpoint at the provider's hosted address; no packages, environment variables or headers are declared. The manifest declares no authentication, so no account or key setup is described.
Before you install
The server is hosted by a third party and the manifest declares no authentication, so review what page content or test data you send to it. No tools are listed, so what it can read or change on tested pages is unknown; confirm before pointing it at private or production sites.

Installation

In SourceWeft

  1. Open Aiqaramba in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.ajrogier%2Faiqaramba/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "aiqaramba": {
      "type": "http",
      "url": "https://mcp.aiqaramba.com/mcp"
    }
  }
}

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v0.2.0LatestSep 16, 2026

Score

28% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.