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Search / za.co.mylearners/k53-copilot-mcp

MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep

R0· no sign-in

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

v2.0.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality77good
Trust83of 100
Uptime, 30 days100%
Latency p50383 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "k53-copilot-mcp": {
      "type": "http",
      "url": "https://api.mylearners.co.za/mcp"
    }
  }
}
claude mcp add --transport http k53-copilot-mcp https://api.mylearners.co.za/mcp
[mcp_servers.k53-copilot-mcp]
url = "https://api.mylearners.co.za/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "k53-copilot-mcp": {
      "type": "remote",
      "url": "https://api.mylearners.co.za/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "k53-copilot-mcp": {
      "type": "http",
      "url": "https://api.mylearners.co.za/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=k53-copilot-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLm15bGVhcm5lcnMuY28uemEvbWNwIn0%3D"
}
{
  "servers": {
    "k53-copilot-mcp": {
      "type": "http",
      "url": "https://api.mylearners.co.za/mcp"
    }
  }
}
{
  "mcpServers": {
    "k53-copilot-mcp": {
      "httpUrl": "https://api.mylearners.co.za/mcp"
    }
  }
}
extensions:
  "k53-copilot-mcp":
    enabled: true
    name: "k53-copilot-mcp"
    type: streamable_http
    uri: "https://api.mylearners.co.za/mcp"
    timeout: 300

Quality 77 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene75 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_top_mistakes (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_outcomes_summary (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); whoami (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 702 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stability83 · weight 15
  • warn
    stability.changes9 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
  • pass
    stability.new_linksno tool change named a new site
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

7 tools, about 702 tokens to load them all · tool set e83b22cb5a0b · tools last changed 2026-10-31 · checked 2026-11-14 06:30 UTC

Tool changes

  • searchremoved

    Intelligently search K53 Co-Pilot candidates, common mistakes, DLTC testing centers, and database schemas with live matches.

  • get_candidate_summaryremoved

    Alias for get_candidate_dossier. Look up a learner candidate to inspect readiness, scores, test trajectory, and weaknesses.

  • get_candidate_dossierremoved

    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.

  • execute_sqlremoved

    Execute a read-only SQL query against the K53 Co-Pilot Cloudflare D1 database (SELECT or PRAGMA only) with execution timing and column metadata.

  • get_top_mistakeschangedinput schema
  • check_inventoryadded

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

  • search_k53added

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

  • check_readinessadded

    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%).

  • whoamichangeddescription
    before

    Return authenticated platform identity, service metadata, and database connection status.

    after · 67% of words in common

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

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-16d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.mylearners.co.za/mcp streamable-httpnoneyes100%383 ms2025-11-252026-11-14

Tools (7)

check_inventoryCheck live MyLearners K53 course offerings, 100% free practice simulator availability, and real-time D1 platform candidate and completed test counts.
check_readinessCalculate 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%).
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).
get_platform_statsRetrieve 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, candidate counts, and mastery recovery rates.
search_k53Search the South African K53 statutory curriculum, SADC-RTSM road signs, rules of the road, vehicle controls, common learner mistakes, and DLTC testing centres.
whoamiReturn platform identity, service metadata, and live database health status.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "za.co.mylearners/k53-copilot-mcp",
  "icons": [
    {
      "src": "https://mylearners.co.za/assets/images/k53-copilot-favicon.png?v=7",
      "mimeType": "image/png"
    }
  ],
  "title": "MyLearners K53 Co-Pilot — SA Learner Licence Exam Prep",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.mylearners.co.za/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.0.1",
  "websiteUrl": "https://mylearners.co.za",
  "description": "Official South African K53 learner licence practice tests, road signs, rules, and study tools."
}