# Aicertificates Practice Exams MCP server

Source: https://glimind.com/server/mcp-registry%2Fstudy.aicertificates%2Fpractice-exams
Registry id: `mcp-registry/study.aicertificates/practice-exams`
Status: live (checked 2026-10-27T07:06:38.349Z)

## Verdict

Aicertificates Practice Exams MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 1034 ms median handshake and 1 outage in 90 days. Its agent-readiness grade is A (96/100) across 5 tools, costing an agent about 1,014 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 1034 ms | 17% of MCP servers |
| p95 handshake latency | 3114 ms | — |
| Checks in 30 days | 4,965 | — |
| Outages, 90 days | 1 | — |
| Median recovery | 1.8 h | — |
| Agent-readiness score | 96/100 (A) | 82% of MCP servers |
| Tools | 5 | — |
| Tool-list size for an agent | ~1,014 tokens | 73% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "aicertificates-practice-exams-mcp-server": {
      "type": "http",
      "url": "https://aicertificates.study/api/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http aicertificates-practice-exams-mcp-server https://aicertificates.study/api/mcp
```

## Tools (5)

- `check_answer`: Grades the user's choice and returns an explanation for EVERY option, including the ones they did not pick. On this exam two options are frequently defensible a
- `get_practice_question`: Returns one original practice question with its options and no answer key. Present it to the user and let them choose before calling check_answer. Pass every id
- `list_exams`: The Claude certifications covered here, with exam codes, item counts, fees and the full domain list with published weights. Call this first to get valid exam sl
- `my_progress`: Their recorded history for one exam, broken down by blueprint domain with the weakest first, plus how their misses compare with everyone else's on the same free
- `open_study`: Open or resume the study page for an exam, optionally focused on a domain or a sub-objective. Use this when someone asks to study rather than to be quizzed in c

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.