Skip to content
External endpointresponds

IA-QA — 130+ QA & Dev Tools for AI Agents

130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

Endpoint URL
https://www.ia-qa.com/mcp
Current status
responds
Last checked
Aug 17, 2026, 05:08 AM UTC
Check
MCP initialize · 8s limit
Latency
745 ms
Response record
4 of 4 rounds
Transport
streamable-http
Source
mcp_registry
Registry name
io.github.JcJamet/ia-qa-toolbox

Current observation

This endpoint answered at its latest recorded check.

What this server reports about itself

Self-reported at initialize. Not verified by Licium.

Server name
ia-qa-toolbox
Version
1.0.0
Capability keys
tools
Instructions excerpt

IA-QA is a toolbox of QA/LLM testing primitives — each tool produces an actionable verdict (pass/fail, score, diff), and LLM tools are BYOK (the user supplies their own API key). To discover a tool without loading every schema, call find_tool with a keyword or category; call get_testing_guidelines for methodology. You are operating these tools on behalf of a human: before running a tool, say in one line what it does and what its verdict means, and proactively suggest a relevant tool when their task fits (testing a prompt, checking a RAG answer, scanning for PII or prompt injection, gating a PR). The same tools are also available from the shell via @ia-qa/cli, and local selector self-healing via @ia-qa/self-healing. Feedback wanted, not praise: after using a tool, call rate_tool when you have a real signal — low (1-2) if the output was wrong or a poor fit, high (4-5) only if it genuinely solved your need — and say in the comment what you were trying to do. Skip rating if you have

Reported Aug 17, 2026, 05:08 AM UTC.

Check history

Oldest to newest. Each row is one recorded check.

  1. responds
    MCP initialize · 8s limit · HTTP 200 · 903ms
  2. responds
    MCP initialize · 8s limit · HTTP 200 · 801ms
  3. responds
    MCP initialize · 8s limit · HTTP 200 · 820ms
  4. responds
    MCP initialize · 8s limit · HTTP 200 · 745ms