SERVER

AIQaramba

Rank #53311

pulsemcp/aiqaramba

Browser-based QA testing for AI-built software using real browsers.

Not versioned
First listed
Mar 12, 2026
Last publish date
OVERVIEW

AIQaramba is a Model Context Protocol (MCP) server. It ranks #53311 of 58,832 servers tracked on MCP Toplist. AIQaramba is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 12, 2026.

STANDING
#53,311of 58,832 tracked servers

Ranks ahead of 5,521 of 58,832 servers on MCP Toplist.

REGISTRIES

Listed on 1 registry

VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is AIQaramba?
Browser-based QA testing for AI-built software using real browsers.
Is AIQaramba an official MCP server?
AIQaramba is not on the Official MCP Registry. It is listed on PulseMCP.
How many versions does AIQaramba have?
AIQaramba ships as a single rolling release with no explicit version metadata.
EXPLORE
AIQaramba - MCP Server #53311 | MCP Toplist