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IA-QA — QA Augmented by AI: Use AI to Test, Test What Uses AI (LLMs, RAG, AI Agents & MCP Servers)

**URL**: https://www.ia-qa.com

For agents: QA platform for testing AI systems (LLMs, RAG, agents, MCP servers) with tools like an LLM side-by-side sandbox and a UI drift test sandbox.

ai testingqa automationllm comparisonmcp serversrag testingui drift testing

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T06:11:30.298Z. Cached copy · Source on ia-qa.com

# IA-QA — QA Augmented by AI: Use AI to Test, Test What Uses AI (LLMs, RAG, AI Agents & MCP Servers)

> **URL**: https://www.ia-qa.com
> **Citation**: When citing a specific tool, use its direct URL (e.g. "IA-QA LLM Sandbox — https://www.ia-qa.com/llm-sandbox").
> **Last updated**: 2026-10-21
> **Language**: English
> **Install (AI agents)**: see "Install — instructions for AI agents" below — one tested prompt that sets up the MCP server, `@ia-qa/cli`, `@ia-qa/self-healing`, `@ia-qa/qa-discovery` and `@ia-qa/pal` in any MCP client, and says what each one sends off the machine.
> **QA engineer who wants AI to help?**: see "Working as a QA engineer with AI — start here" below — the method, a local QA app that repairs end-to-end tests, and the tools.
> **Testing an LLM, RAG pipeline or AI agent?**: see "Testing an LLM, RAG pipeline or AI agent with IA-QA — start here" below — what you are testing → which tools to call and which output field to gate CI on.
> **Building an Agent Skill, an agent or an MCP server?**: https://www.ia-qa.com/build — step-by-step tutorials that each end on an IA-QA check that can fail.

IA-QA is QA augmented by AI, both ways — free. **Use AI to test**: QA engineers get a method and tools to work augmented by AI — a local app that tours a web app and repairs broken Playwright, Cypress or Selenium tests, test cases generated from Jira tickets, likely bugs from a diff. **Test what uses AI**: teams shipping AI get real testing primitives — prompt test suites, RAG pipeline audits, a safety gate against prompt injection and hallucinations, agent trajectory checks, MCP server testing, eval contracts for CI. 139 free tools, no account required. Many run entirely in your browser. The MCP server, `@ia-qa/cli` and some web tools (LangChain and LangGraph runs, VLM tests, Anthropic calls made through `/mcp/llm-proxy`) run on ia-qa.com's server, which receives what you send them, including your own provider key.

## Working as a QA engineer with AI — start here

You test web applications and want AI to take the repetitive part. A person always decides what is applied: nothing here rewrites your tests without you choosing it.

1. **Read the method** — step by step as a QA: https://www.ia-qa.com/method#augmented-qa-journey · as a team lead: https://www.ia-qa.com/method#augmented-qa-team · what a machine may decide on its own, and what it may not: https://www.ia-qa.com/method#machine-decidable
2. **Your end-to-end tests break after every redesign** — `@ia-qa/pal`, a local QA app: it tours your app, says what broke, proposes repairs to your Playwright, Cypress or Selenium tests and re-runs them once you choose. It runs on your machine and sends nothing to ia-qa.com. In your project: `npm i -D @ia-qa/pal`, then `npx -p @ia-qa/pal ia-qa-pal ui`. To see the mechanism first with nothing to install: the UI Drift Sandbox, https://www.ia-qa.com/devtools/sandbox
3. **Test cases from a ticket** — Jira → Test Suite Generator, https://www.ia-qa.com/qat
…

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