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.
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
Endpoints
remote
auth
reachable
uptime 30d
p50
protocol
last ok
https://api.mylearners.co.za/mcpstreamable-http
none
yes
100%
383 ms
2025-11-25
2026-11-14
Tools (7)
check_inventory
Check live MyLearners K53 course offerings, 100% free practice simulator availability, and real-time D1 platform candidate and completed test counts.
check_readiness
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%).
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).
get_platform_stats
Retrieve comprehensive executive telemetry, candidate audience composition, test volume velocity, and real-world DLTC pass rate efficacy.
get_top_mistakes
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.
search_k53
Search the South African K53 statutory curriculum, SADC-RTSM road signs, rules of the road, vehicle controls, common learner mistakes, and DLTC testing centres.
whoami
Return platform identity, service metadata, and live database health status.