{"serverId":"mcp-registry/ai.ai-portal/ai-portal","tools":[{"name":"get_latest_news","fixed":{"name":"get_latest_news","description":"Latest curated GenAI news items from AI-Portal, refreshed every weekday morning.","inputSchema":{"type":"object","properties":{"limit":{"type":"number","description":"Max items to return (default 10, max 30)"}}},"annotations":{"readOnlyHint":true},"title":"Get latest GenAI news"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":71,"tokensAfter":71},{"name":"list_regulations","fixed":{"name":"list_regulations","description":"List AI regulations and their compliance status (EU AI Act, ISO 42001, and more), including jurisdiction, effective dates, key requirements, and fines.","inputSchema":{"type":"object","properties":{"status":{"enum":["In Force","Transitional","Draft","Proposed"],"type":"string","description":"Filter by status"},"jurisdiction":{"type":"string","description":"Jurisdiction substring, e.g. \"european\", \"israel\""}}},"annotations":{"readOnlyHint":true},"title":"List AI regulations"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":128,"tokensAfter":128},{"name":"list_releases","fixed":{"name":"list_releases","description":"List AI model and product releases tracked by AI-Portal, newest first. Filter by category, provider, year, or landmark releases only.","inputSchema":{"type":"object","properties":{"year":{"type":"string","description":"Four-digit year, e.g. \"2026\""},"limit":{"type":"number","description":"Max items to return (default 25, max 100)"},"category":{"enum":["llm","multimodal","image","video","tool","framework"],"type":"string","description":"Release category"},"provider":{"type":"string","description":"Provider name substring, e.g. \"anthropic\", \"google\""},"landmark_only":{"type":"boolean","description":"Only landmark (major) releases"}}},"annotations":{"readOnlyHint":true},"title":"List AI model releases"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":191,"tokensAfter":191},{"name":"search_glossary","fixed":{"name":"search_glossary","description":"Search AI-Portal's glossary of AI/GenAI terms. Returns term, definition, category, and a usage example.","inputSchema":{"type":"object","required":["query"],"properties":{"query":{"type":"string","description":"Search text, matched against term, abbreviation, and definition"},"category":{"enum":["fundamentals","architecture","training","deployment","safety","agents","evaluation"],"type":"string"}}},"annotations":{"readOnlyHint":true},"title":"Search the AI glossary"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":124,"tokensAfter":124}],"toolsChanged":4,"tokensSaved":0,"todo":[{"tool":"search_glossary","params":["category"]}],"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."}