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.
Available components
Last scanned (11 minutes ago)
Scores higher than 45% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Education and Research
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. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- 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. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability71
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 568 tokens (~81/item across 7 items; 7 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability check failed: schema churn in the 7 days we've observed: 4 tool removals, 0 breaking changes, 0 auth/transport breaks, 3 additions. See how to fix → Fail
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 31 Oct 26 +1
- Stability: 0.03 → fail ▼ security
- Tool “execute_sql” was removed ▼ security
- Tool “get_candidate_dossier” was removed ▼ security
- Tool “get_candidate_summary” was removed ▼ security
- 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 security
- 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” functional
- “get_top_mistakes” reworded the description of “limit” cosmetic
- 30 Oct 26 +1
- Stability: unverified → 0.03 ▲ functional
- 29 Oct 26 62
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://api.mylearners.co.za/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mylearners.co.za | CN=WE1,O=Google Trust Services,C=US | 8 Sept 2026 | 7 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | e0bb5f8d61d91bac0ef98f0670d29b55 |
| SANs: mylearners.co.za, api.mylearners.co.za, *.api.mylearners.co.za | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of api.mylearners.co.za. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| za. | present | 45749 | 8 | Verified |
| co.za. | present | 41369 | 8 | Verified |
| mylearners.co.za. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://api.mylearners.co.za/mcp | Verified | 200 | |
| http (plaintext) | http://api.mylearners.co.za/mcp | HTTPS enforced | 301 | https://api.mylearners.co.za/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
check_inventory ~62
Check live MyLearners K53 course offerings, 100% free practice simulator availability, and real-time D1 platform candidate and completed test counts.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Optional offering category filter ('all', 'practice', 'course', 'dltc') |
No output schema declared.
No examples provided.
check_readiness ~198
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%).
| Name | Type | Req | Description |
|---|---|---|---|
| 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) |
No output schema declared.
No examples provided.
get_outcomes_summary ~43
Retrieve real-world official traffic department (DLTC) driving license exam outcomes (pass rate vs 44% national baseline, failure hurdle deficits, and center performance rankings).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_platform_stats ~31
Retrieve comprehensive executive telemetry, candidate audience composition, test volume velocity, and real-world DLTC pass rate efficacy.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_top_mistakes ~105
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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' |
No output schema declared.
No examples provided.
search_k53 ~108
Search the South African K53 statutory curriculum, SADC-RTSM road signs, rules of the road, vehicle controls, common learner mistakes, and DLTC testing centres.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum number of results to return per category (default: 10, max: 20) |
| query | string | yes | Search keyword or topic (e.g., 'four way stop', 'yellow lane', 'alcohol', 'clutch', 'speed limit', 'Centurion') |
No output schema declared.
No examples provided.
whoami ~21
Return platform identity, service metadata, and live database health status.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
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.
remote · api.mylearners.co.za
claude mcp add --transport http za-co-mylearners-k53-copilot-mcp 'https://api.mylearners.co.za/mcp'
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.