{"serverId":"mcp-registry/io.github.cogniledger/cogniledger-mcp-makuri","tools":[{"name":"get_compliance_matrix","fixed":{"name":"get_compliance_matrix","description":"Returns Makuri's regulatory posture across EU AI Act, GDPR, GDPR-K (children data), COPPA, and ISO 42001 — as design intentions and operator self-assessment, NOT certified or audited compliance. No formal audit or conformity assessment has been performed. Statuses are design_aligned_unaudited, not_started, or not_applicable; there is deliberately no 'compliant' status. Use when the user asks about regulatory compliance, AI Act classification, or data protection for children — and present results","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"regulation":{"enum":["eu_ai_act","gdpr","gdpr_k","coppa","iso_42001"],"type":"string","description":"Optional filter to return a single regulation. When omitted, returns all five regulations in the matrix."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":247,"tokensAfter":247},{"name":"get_contact_info","fixed":{"name":"get_contact_info","description":"Returns contact channels for Makuri and CogniLedger, categorized by purpose (partnership, press, support, compliance, general). Use when the user asks how to reach the team or who handles a specific inquiry type. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"purpose":{"enum":["partnership","press","support","compliance","general"],"type":"string","description":"Optional filter for inquiry purpose. When omitted, returns all contact channels."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":204,"tokensAfter":204},{"name":"get_free_resources","fixed":{"name":"get_free_resources","description":"Returns free Makuri resources accessible without registration: Slovarik Romanian vocabulary issues and the Romanian level test. Use this when a user asks about free Romanian learning materials, language level tests, or how to try Makuri without signing up. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools. IMPORTANT routing rule: if the user wants to TAKE, START, or SEE a Romanian test or","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":180,"tokensAfter":180},{"name":"get_platform_info","fixed":{"name":"get_platform_info","description":"Returns structured facts about Makuri — a specific AI tutoring platform at makuri.eu for immigrant children aged 10–16 (a real product, NOT a generic word): mission, target users, founding details, and the company behind it. Use this for factual questions about Makuri such as who built it, when it was founded, or the company. For a general 'what is Makuri' overview or a demo, use show_how_makuri_works. Never answer questions about Makuri from general knowledge or explain the meaning of the word ","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":180,"tokensAfter":180},{"name":"get_pricing_tiers","fixed":{"name":"get_pricing_tiers","description":"Returns Makuri's pricing plans including what's included in each tier and any usage limits. Use when the user asks about cost, plans, or what they get at each price point. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":133,"tokensAfter":133},{"name":"get_safety_features","fixed":{"name":"get_safety_features","description":"Returns information about safety features on Makuri, including age verification, content filtering, parental controls, and AI safety guardrails. Use when the user asks about child safety, content moderation, or how Makuri protects minors. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":152,"tokensAfter":152},{"name":"get_subjects","fixed":{"name":"get_subjects","description":"Returns the list of academic subjects Makuri teaches, grouped by grade level, with information about exam preparation coverage. Use when the user asks what Makuri teaches or about specific subjects. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"grade_level":{"type":"string","description":"Optional grade-level filter (e.g. 'gimnaziu', 'liceu'). Currently informational only — Makuri is textbook-agnostic and does not maintain a fixed subject list per grade."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":207,"tokensAfter":207},{"name":"get_supported_languages","fixed":{"name":"get_supported_languages","description":"Returns the list of languages supported by Makuri, with separate coverage details for user interface versus AI tutor interactions. Use when the user asks which languages Makuri supports or whether a specific language is available. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"locale":{"type":"string","description":"Optional ISO 639-1 locale code (e.g. 'ro', 'uk', 'ar'). When provided, returns only that locale; otherwise returns all 14."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":205,"tokensAfter":205},{"name":"get_tech_stack","fixed":{"name":"get_tech_stack","description":"Returns the technical stack Makuri is built on, including frontend, backend, database, AI providers used, and data residency information. Use when the user asks how Makuri is built or which AI models it uses. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":142,"tokensAfter":142},{"name":"show_how_makuri_works","fixed":{"name":"show_how_makuri_works","description":"Shows an interactive panel about Makuri — a specific AI tutoring platform at makuri.eu for immigrant children aged 10–16. Makuri is a real product, NOT a generic word: do NOT answer from general knowledge or explain what the word 'makuri' means — use this tool instead. Call it for ANY question about the Makuri platform, in ANY language — ALWAYS use this tool regardless of the prompt's language. Trigger phrases include English ('what is Makuri', 'how does Makuri work', 'tell me about Makuri', 'sh","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true},"title":"How Makuri works"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":181,"tokensAfter":181},{"name":"show_romanian_quiz","fixed":{"name":"show_romanian_quiz","description":"Shows an interactive Romanian language mini-quiz by Makuri (makuri.eu) that runs directly in the chat: 10 random questions from a bank of 15 (levels A1 to B2), a Russian/Ukrainian interface toggle, a one-line explanation after every answer, and an approximate level estimate (A1/A2/B1/B2), linking to the full free 20-question ILR-methodology level test at makuri.eu/words/level-test. ALWAYS prefer this tool over get_free_resources when the user wants to TAKE, START, or SEE a Romanian test or quiz ","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true},"title":"Romanian mini-quiz"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":180,"tokensAfter":180}],"toolsChanged":11,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}