MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep

Official South African K53 learner licence practice tests, road signs, rules, and study tools.

我该使用它吗

质量与安全性

A
描述质量
96%
模式完整度
66%
命名质量
97%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

发现(1)

  • LOWTool 'whoami' description lacks action verb在 whoami 中

基于对工具定义和协议合规性的自动分析。

上下文开销

~750token 数(工具定义)
~653 B典型响应大小
对注意力有中等影响(占 128k 上下文窗口的 0.59%)

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高,可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中:

{
  "mcpServers": {
    "k53-copilot-mcp": {
      "url": "https://api.mylearners.co.za/mcp"
    }
  }
}

远程端点

https://api.mylearners.co.za/mcpstreamable-http

它能做什么

工具清单

工具(7)

🟢 只读🟡 写入🔴 删除⚪ 未知
⚪whoami

Return platform identity, service metadata, and live database health status.

输入模式

{
  "type": "object",
  "properties": {},
  "required": []
}
🟢check_readiness(rules_score, signs_score, controls_score, vehicle_code)

Calculate statutory South African DLTC triple-hurdle computerized learner's test pass probability across Rules of the Road (min 22/28 or 78.6%), Road Traffic Signs (min 23/28 or 82.1%), and Vehicle Controls (min 6/8 or 75.0%).

输入模式

{
  "type": "object",
  "properties": {
    "rules_score": {
      "type": "number",
      "description": "Rules of the Road score out of 28 questions (statutory pass mark is 22/28)"
    },
    "signs_score": {
      "type": "number",
      "description": "Road Traffic Signs score out of 28 questions (statutory pass mark is 23/28)"
    },
    "controls_score": {
      "type": "number",
      "description": "Vehicle Controls score out of 8 questions (statutory pass mark is 6/8)"
    },
    "vehicle_code": {
      "type": "string",
      "description": "Vehicle licence code: 'code_1' (Motorcycle), 'code_2' (Light Motor Vehicle), or 'code_3' (Heavy Motor Vehicle)"
    }
  },
  "required": []
}
🟢search_k53(query, limit)

Search the South African K53 statutory curriculum, SADC-RTSM road signs, rules of the road, vehicle controls, common learner mistakes, and DLTC testing centres.

输入模式

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Search keyword or topic (e.g., 'four way stop', 'yellow lane', 'alcohol', 'clutch', 'speed limit', 'Centurion')"
    },
    "limit": {
      "type": "number",
      "description": "Maximum number of results to return per category (default: 10, max: 20)"
    }
  },
  "required": [
    "query"
  ]
}
🟢check_inventory(category)

Check live MyLearners K53 course offerings, 100% free practice simulator availability, and real-time D1 platform candidate and completed test counts.

输入模式

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "description": "Optional offering category filter ('all', 'practice', 'course', 'dltc')"
    }
  },
  "required": []
}
🟢get_top_mistakes(section, limit)

Retrieve South Africa's most failed K53 test questions across all learners, segmented by statutory section (Rules of the Road, Road Signs, Vehicle Controls) with error frequencies, candidate counts, and mastery recovery rates.

输入模式

{
  "type": "object",
  "properties": {
    "section": {
      "type": "string",
      "description": "Filter by section: 'all', 'rules_of_the_road', 'road_signs', 'vehicle_controls'",
      "enum": [
        "all",
        "rules_of_the_road",
        "road_signs",
        "vehicle_controls"
      ]
    },
    "limit": {
      "type": "number",
      "description": "Number of common mistakes to return (default: 10, max: 20)"
    }
  }
}
🟢get_platform_stats

Retrieve comprehensive executive telemetry, candidate audience composition, test volume velocity, and real-world DLTC pass rate efficacy.

输入模式

{
  "type": "object",
  "properties": {},
  "required": []
}
🟢get_outcomes_summary

Retrieve real-world official traffic department (DLTC) driving license exam outcomes (pass rate vs 44% national baseline, failure hurdle deficits, and center performance rankings).

输入模式

{
  "type": "object",
  "properties": {},
  "required": []
}

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最近观测

已验证未记录版本7 个工具