K53 Copilot MCP server

• Registry nameza.co.mylearners/k53-copilot-mcpverified in the MCP registry

The registry name sits under mylearners.co.za. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-30
• Tools8
• Server calls itselfK53 Co-Pilot MCP Server
• Server version1.0.0
• Protocol version2025-06-18

On 2026-10-30 the server answered initialize and tools/list without a sign-in. First answer in 92 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 6 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
• Answeredmeasuring6 of the 7 daily checks it takes to print a share
• Median first answer92 ms
• Space in an agent's context≈ 774 tokensthe definitions of all its tools (7), which an agent carries on every turn
• Tool definitionsB · 83 of 100
• Typed results0 of 7 toolsdeclared outputSchema: results come typed, read once

• Not saying whether it only reads or can destroy: 7 of 7

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• whoami

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

• search

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

• execute_sql

  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_candidate_dossier

  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…

• get_candidate_summary

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

• 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.

• get_platform_stats

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

• 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).