🔧
IA-QA — 130+ QA & Dev Tools for AI AgentsVerified🛡 No advisories
io.github.JcJamet/ia-qa-toolbox
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0weekly installs
2 months agolast release
Provenancewhere it came from, and what was verified
✓
Verified namespace
Published to the official MCP registry by github.com/jcjamet, which proved it owns this namespace.
Verified owner: github.com/jcjamet ↗io.github.JcJamet/ia-qa-toolbox
🛡 Permissions & trustwhat this server can touch before you run it
◆
Network access
Connects to a hosted remote endpoint.
About
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.
Packages & transports
remotehttps://www.ia-qa.com/mcpHTTP
B
Quality 75/100
how much you can lean on this server
Maintenance
36/45
Completeness
28/35
Reliability
11/20
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
A
Tool definition quality 86/100
how well its 149 tools describe themselves to an agent
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Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
For the maintainer
Raise this grade
up to +25 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
+9
Keep it activeMaintenance
Push to the repo or cut a release. Activity within the last 30 days earns the full 45.
+9
Collect working reviewsReliability
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
+7
Declare a licenseCompleteness
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
Tool definitions to fix first
timestamp_convert68/100
- 1 of 1 params have no type: `input`. Add a JSON Schema type to each.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
security_headers_check81/100
- 1 of 2 params have no type: `headers`. Add a JSON Schema type to each.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
generate_uuid93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
generate_password93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
Already earned (3) ▾Already earned (3) ▴
✓Describe what it does+11
✓Give an install path+11
✓Link the source+6
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/io.github.JcJamet/ia-qa-toolbox)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
Sign in to leave a reviewNo reviews yet. Be the first to say whether it worked.
Add to your client
Pick your client, copy, paste into its config. That's the whole setup.
~/.claude/claude_desktop_config.json
{
"mcpServers": {
"ia_qa_toolbox": {
"command": "npx",
"args": [
"-y",
"ia-qa-toolbox"
]
}
}
}▶ Try itlive against www.ia-qa.com
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.