# MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep (remote · api.mylearners.co.za)

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

- Trust score: 64/100 (medium)
- Change this week: +2
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `api.mylearners.co.za`: 64/100 (this document), [markdown](https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api.md), [page](https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api)

## Channel facts

- Endpoint: `https://api.mylearners.co.za/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `2.0.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 7 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 71/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 568 tokens (~81/item across 7 items; 7 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability check failed: schema churn in the 7 days we've observed: 4 tool removals, 0 breaking changes, 0 auth/transport breaks, 3 additions.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server?

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep is a hosted endpoint at https://api.mylearners.co.za/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http za-co-mylearners-k53-copilot-mcp 'https://api.mylearners.co.za/mcp'
```

### Cursor

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

### VS Code

```json
{
  "servers": {
    "za-co-mylearners-k53-copilot-mcp": {
      "type": "http",
      "url": "https://api.mylearners.co.za/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.za-co-mylearners-k53-copilot-mcp]
url = "https://api.mylearners.co.za/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "za-co-mylearners-k53-copilot-mcp": {
      "type": "remote",
      "url": "https://api.mylearners.co.za/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add za-co-mylearners-k53-copilot-mcp --url 'https://api.mylearners.co.za/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  za-co-mylearners-k53-copilot-mcp:
    url: "https://api.mylearners.co.za/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "za-co-mylearners-k53-copilot-mcp": {
      "Transport": "http",
      "Url": "https://api.mylearners.co.za/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add za-co-mylearners-k53-copilot-mcp -t streamable-http -u 'https://api.mylearners.co.za/mcp'
```

### Other

```json
{
  "mcpServers": {
    "za-co-mylearners-k53-copilot-mcp": {
      "type": "http",
      "url": "https://api.mylearners.co.za/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-31 (score 64, +1)

- [security regression] Stability: 0.03 → fail
- [security regression] Tool “execute_sql” was removed
- [security regression] Tool “get_candidate_dossier” was removed
- [security regression] Tool “get_candidate_summary” was removed
- [security regression] Tool “search” was removed
- [security] The server changed its declared name: K53 Co-Pilot MCP Server → K53 Co-Pilot Remote MCP Server
- [security] Tool “whoami” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 64 → 81
- [functional] Destructive annotations: 0 → pass
- [functional] Server version: 1.0.0 → 2.0.0
- [functional] New tool “check_inventory”
- [functional] New tool “check_readiness”
- [functional] New tool “search_k53”
- [cosmetic] “get_top_mistakes” reworded the description of “limit”

### 2026-10-30 (score 63, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-29 (score 62)

First indexed and scored.

## MCP tools (7)

### `whoami` (~21 tokens)

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

### `check_readiness` (~198 tokens)

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%).

Input parameters:

- `controls_score` (number): Vehicle Controls score out of 8 questions (statutory pass mark is 6/8)
- `rules_score` (number): Rules of the Road score out of 28 questions (statutory pass mark is 22/28)
- `signs_score` (number): Road Traffic Signs score out of 28 questions (statutory pass mark is 23/28)
- `vehicle_code` (string): Vehicle licence code: 'code_1' (Motorcycle), 'code_2' (Light Motor Vehicle), or 'code_3' (Heavy Motor Vehicle)

### `search_k53` (~108 tokens)

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

Input parameters:

- `limit` (number): Maximum number of results to return per category (default: 10, max: 20)
- `query` (string, required): Search keyword or topic (e.g., 'four way stop', 'yellow lane', 'alcohol', 'clutch', 'speed limit', 'Centurion')

### `check_inventory` (~62 tokens)

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

Input parameters:

- `category` (string): Optional offering category filter ('all', 'practice', 'course', 'dltc')

### `get_top_mistakes` (~105 tokens)

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.

Input parameters:

- `limit` (number): Number of common mistakes to return (default: 10, max: 20)
- `section` (string): Filter by section: 'all', 'rules_of_the_road', 'road_signs', 'vehicle_controls'

### `get_platform_stats` (~31 tokens)

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

### `get_outcomes_summary` (~43 tokens)

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

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api#diagnostics

## Score history

- 2026-11-05: 64
- 2026-11-04: 64
- 2026-11-03: 64
- 2026-11-02: 64
- 2026-11-01: 64
- 2026-10-31: 64
- 2026-10-30: 63
- 2026-10-29: 62

## Common questions

### What is the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server?

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep is an MCP server listed in the public MCP registry as za.co.mylearners/k53-copilot-mcp. Official South African K53 learner licence practice tests, road signs, rules, and study tools. This page covers its hosted endpoint (https://api.mylearners.co.za/mcp).

### Is the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server safe to use?

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep scores 64 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server expose?

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep exposes 7 tools: whoami, check_readiness, search_k53, check_inventory, get_top_mistakes, and 2 more. Their descriptions and schemas cost roughly 568 tokens of context every time the server is loaded.

### Does the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server require authentication?

No. We connected to MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep MCP server still maintained?

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://api.mylearners.co.za/mcp
- Website: https://mylearners.co.za/
- Changelog RSS feed: https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api.xml
- Changelog JSON feed: https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api.json
- HTML version of this page: https://verifymcp.io/servers/za-co-mylearners-k53-copilot-mcp/api