Aiqaramba
Hook your coding agent to real-browser QA so AI-built pages and flows get exercised before users do.
Overview
aiqaramba is a MCP server for the Ship phase that runs browser-based QA on AI-built web software through agent-invokable real-browser tests.
What is this MCP server?
- Browser-based QA aimed at software assembled or edited by AI coding agents
- Remote MCP endpoint via streamable HTTP at mcp.aiqaramba.com (no local browser driver setup in the manifest)
- Version 0.2.0 server schema aligned with MCP 2025-12-11
- Agent-invokable checks on real pages rather than static lint-only review
- Fits post-build regression passes on web apps and marketing sites
- Server version 0.2.0
- Single remote transport: streamable-http
- Hosted endpoint: mcp.aiqaramba.com/mcp
What problem does it solve?
Solo builders ship fast with agents but rarely have time to manually click through every path a model claimed was finished.
Who is it for?
Indie devs with staging or preview URLs who want agent-driven smoke and flow checks on AI-generated frontends.
Skip if: Teams that only need API contract tests, native mobile apps without a web surface, or fully offline CLI tools with no HTTP UI.
What do I get? / Deliverables
After you add the remote MCP server, your agent can exercise live pages in a real browser so regressions surface before release.
- Agent-executed browser test runs against your URLs
- Earlier detection of broken UI flows before production
- Repeatable QA hook in your ship checklist
Recommended MCP Servers
Journey fit
Canonical shelf is Ship because browser QA is the gate between “built” and “safe to release,” even though you can run checks during build. Testing subphase covers automated and agent-led verification against live URLs, which matches streamable HTTP remote MCP access.
How it compares
Real-browser QA MCP integration, not a static code-review or unit-test skill.
Common Questions / FAQ
Who is aiqaramba for?
Solo and indie builders using AI coding agents who ship web UIs and need quick, browser-faithful verification without hiring a QA team.
When should I use aiqaramba?
Use it before you ship or promote a build, and whenever you change critical flows on a preview URL after agent edits.
How do I add aiqaramba to my agent?
Register the remote MCP server URL https://mcp.aiqaramba.com/mcp as a streamable-http transport in Claude Desktop, Cursor, or another MCP-capable client.