MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep
za.co.mylearners/k53-copilot-mcpmylearners.co.zastreamable-httpv2.0.1Scanned
Official South African K53 learner licence practice tests, road signs, rules, and study tools.
8 tools: 1 change things and 7 only read.
- Reads private data · 4
- Reads text others write · 1
- Can send data out · 0
- No findings
Anlyon alternative
1 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
8 tools
Changes things 1Claude Code: ask
execute_sqlExecute a read-only SQL query against the K53 Co-Pilot Cloudflare D1 database (SELECT or PRAGMA only) with execution timing and column metadata.Reads private dataNo findings
Why it is in this group
- The name "execute_sql" says "execute": a word for a change.
- The input takes a statement or command to run (input.sql), which can change anything it can reach.
What it can reach
- private-dataThe name says "execute" and the input takes a statement (input.sql): it reads databases.
Description, as the server wrote it Execute a read-only SQL query against the K53 Co-Pilot Cloudflare D1 database (SELECT or PRAGMA only) with execution timing and column metadata.
Only reads 7Show 7 read-only tools
get_candidate_dossierRetrieve a deep diagnostic dossier for a learner candidate by ID, email, or name.Reads private dataReads text others writeNo findings
Why it is in this group
- The name "get_candidate_dossier" says "get": a word for reading.
What it can reach
- private-dataThe description's first sentence says "retrieve" and "email": it reads mail.
- untrusted-inputThe description's first sentence says "retrieve" and "email": it reads inbound email, which other people can write.
Description, as the server wrote it Retrieve a deep diagnostic dossier for a learner candidate by ID, email, or name. Returns statutory DLTC readiness, triple-hurdle breakdown (Rules, Signs, Controls), test history trajectory, top 5 recurring mistakes, and coaching recommendations.
get_candidate_summaryAlias for get_candidate_dossier.No findings
Why it is in this group
- The name "get_candidate_summary" says "get": a word for reading.
Description, as the server wrote it Alias for get_candidate_dossier. Look up a learner candidate to inspect readiness, scores, test trajectory, and weaknesses.
get_outcomes_summaryRetrieve real-world official traffic department (DLTC) driving license exam outcomes (pass rate vs 44% national baseline, failure hurdle deficits, and center performance rankings).No findings
Why it is in this group
- The name "get_outcomes_summary" says "get": a word for reading.
Description, as the server wrote it Retrieve real-world official traffic department (DLTC) driving license exam outcomes (pass rate vs 44% national baseline, failure hurdle deficits, and center performance rankings).
get_platform_statsRetrieve comprehensive executive telemetry, candidate audience composition, test volume velocity, and real-world DLTC pass rate efficacy.No findings
Why it is in this group
- The name "get_platform_stats" says "get": a word for reading.
Description, as the server wrote it Retrieve comprehensive executive telemetry, candidate audience composition, test volume velocity, and real-world DLTC pass rate efficacy.
get_top_mistakesRetrieve 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,…No findings
Why it is in this group
- The name "get_top_mistakes" says "get": a word for reading.
Description, as the server wrote it 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.
searchIntelligently search K53 Co-Pilot candidates, common mistakes, DLTC testing centers, and database schemas with live matches.Reads private dataNo findings
Why it is in this group
- The name "search" says "search": a word for reading.
What it can reach
- private-dataThe description's first sentence says "database": it reads databases.
Description, as the server wrote it Intelligently search K53 Co-Pilot candidates, common mistakes, DLTC testing centers, and database schemas with live matches.
whoamiReturn authenticated platform identity, service metadata, and database connection status.Reads private dataNo findings
Why it is in this group
- The name "whoami" says "whoami": a word for reading.
What it can reach
- private-dataThe description's first sentence says "return" and "database": it reads databases.
Description, as the server wrote it Return authenticated platform identity, service metadata, and database connection status.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.
- Reads private data4
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write1
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 2.0.1. Values in angle brackets are yours to fill in.
claude mcp add --transport http k53-copilot https://api.mylearners.co.za/mcpclaude mcp add --transport http k53-copilot https://api.mylearners.co.za/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__k53-copilot__whoami",
"mcp__k53-copilot__search",
"mcp__k53-copilot__get_candidate_dossier",
"mcp__k53-copilot__get_candidate_summary",
"mcp__k53-copilot__get_top_mistakes",
"mcp__k53-copilot__get_platform_stats",
"mcp__k53-copilot__get_outcomes_summary"
],
"ask": [
"mcp__k53-copilot__execute_sql"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as k53-copilot. Review it before you use it.
Capability tags behind 4 rules
- mcp__k53-copilot__whoami private-data
- mcp__k53-copilot__search private-data
- mcp__k53-copilot__execute_sql private-data
- mcp__k53-copilot__get_candidate_dossier private-data, untrusted-input
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/za.co.mylearners/k53-copilot-mcp/verify?hash=ec8045b6cbc6b3c6313db368ea695f58e5d993c832f1b5a27c02dbb596ba7a2e" | jq -e '.changed == false'Pinned hash ec8045b6cbc6, from Oct 29, 2026, 17:18 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/za.co.mylearners/k53-copilot-mcp/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/za.co.mylearners/k53-copilot-mcp)Source: MCP Registry. Synced Oct 29, 2026, 17:18 UTC.