mcp-registry/io.github.jcjamet/ia-qa-toolbox · v1.0.0
As of 2026-10-20 12:02 UTC, the Jcjamet Ia Qa Toolbox MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 11 outages in 90 days, with a median recovery of 2 minutes.
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.
Claude Code
claude mcp add --transport http jcjamet-ia-qa-toolbox-mcp-server https://www.ia-qa.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"jcjamet-ia-qa-toolbox-mcp-server": {
"type": "http",
"url": "https://www.ia-qa.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
152 tools on one server. Tool-selection accuracy drops as the menu grows, and some clients (e.g. Cursor) cap the number of active tools.
Group tools by task into smaller servers or toolsets, and merge near-duplicates behind one tool with a mode parameter. How to fix →
2 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
Loading this server's tool list costs an agent ~35,132 tokens before any work — more than 99% of MCP servers.
Split rarely-used tools into a separate server or a toolset the client can enable, or expose one "search tools" entry point. Many agents load every connected server's tools into every request. How to fix →
Handshake + tools/list takes ~1,764 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox/fixes
{
"name": "security_headers_check",
"description": "Analyse the HTTP security headers of a public URL OR of raw response headers you paste in. Grades each header (A–F) for: Strict-Transport-Security, Content-Security-Policy, X-Frame-Options, X-Content-Type-Options, Referrer-Policy, Permissions-Policy, X-XSS-Protection, Cross-Origin-Opener-Policy, Cross-Origin-Resource-Policy, and Cross-Origin-Embedder-Policy. Returns an overall score (0–100), per-header grades, missing headers, and fix snippets for Express, Nginx, and Apache. For localhost/privat",
"inputSchema": {
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Optional. Full public URL to check (e.g. https://example.com). Omit it entirely when using `headers`. The server cannot reach localhost/private IPs."
},
"headers": {
"description": "Optional, and sufficient on its own (no url needed). The response headers to grade, either as an object {\"strict-transport-security\": \"max-age=...\", ...} or as the raw header block pasted as a string (e.g. `curl -sI` output). Use this to audit a local server the remote MCP cannot reach.",
"type": "string"
}
}
},
"annotations": {
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": false,
"destructiveHint": false
}
}{
"name": "timestamp_convert",
"description": "Convert between Unix timestamps (seconds or milliseconds) and ISO-8601 / UTC date strings. Auto-detects epoch vs. millisecond format. Omit input to get the current time. Returns iso, unix_s, unix_ms, utc, date, and time fields.",
"inputSchema": {
"type": "object",
"properties": {
"input": {
"description": "Unix timestamp (number, seconds or ms) or ISO date string. Omit to get the current time.",
"type": "string"
}
}
},
"annotations": {
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": false,
"destructiveHint": false
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.jcjamet/ia-qa-toolbox"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.jcjamet/ia-qa-toolbox"}) over MCP.
metamorphic_check ~1,054 tokensgenerate_ci_workflow ~815 tokensmultimodal_eval_guide ~659 tokensrun_vlm_test_suite ~603 tokensrun_vlm_test_suite_batch ~603 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.jcjamet%2Fia-qa-toolbox?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:fe309002890f1abc…, first seen 2026-10-17, included at leaf 9294 of 32,782. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-20 12:02 UTC, the Jcjamet Ia Qa Toolbox MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 11 outages in 90 days, with a median recovery of 2 minutes.
Jcjamet Ia Qa Toolbox MCP server advertises 152 tools, including ab_test_report, analyze_diff_bugs, analyze_responses, base64_decode, base64_encode.
Point your MCP client at this streamable-http endpoint: https://www.ia-qa.com/mcp
Glimind scanned all 152 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.