{"serverId":"mcp-registry/dev.workers.panda198271.tw-ai-glossary/ai-glossary","tools":[{"name":"classify_search_intent","fixed":{"name":"classify_search_intent","description":"判斷一句搜尋或提問屬於資訊探索、商業比較、技術除錯或行動指引哪種意圖，並給出建議答案結構、結構化資料類型與本站相關內容。","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":55,"tokensAfter":55},{"name":"compare_concepts","fixed":{"name":"compare_concepts","description":"比較兩個 AI 概念差在哪（如 RAG vs 微調、MCP vs API、SEO vs GEO），回傳結論、比較表與各自適用情境。可給 id，或 a、b 兩個名詞。","inputSchema":{"type":"object","properties":{"a":{"type":"string"},"b":{"type":"string"},"id":{"type":"string"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":67,"tokensAfter":67},{"name":"explain_term","fixed":{"name":"explain_term","description":"用白話解釋 AI 或科技名詞（如 MCP、RAG、AI 代理人、幻覺、GEO、x402），回傳定義、運作方式、例子、常見誤解、FAQ 與原始來源。可用中文、英文或別名。","inputSchema":{"type":"object","required":["term"],"properties":{"term":{"type":"string","description":"名詞或 id，例如 MCP、檢索增強生成、ai-agent"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":73,"tokensAfter":73},{"name":"get_howto","fixed":{"name":"get_howto","description":"取得 AI 實作教學（建立 MCP 伺服器、llms.txt、FAQPage JSON-LD、robots.txt 封鎖 AI 訓練、x402 流程、計算 Token），含需求、步驟、程式碼與常見錯誤。","inputSchema":{"type":"object","properties":{"q":{"type":"string","description":"關鍵字，例如 MCP、llms.txt"},"id":{"type":"string"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":74,"tokensAfter":74},{"name":"list_topics","fixed":{"name":"list_topics","description":"列出所有名詞（可依分類篩選）、概念比較與實作教學。","inputSchema":{"type":"object","properties":{"category":{"enum":["基礎概念","模型技術","協定與標準","應用與產品","搜尋與行銷","硬體"],"type":"string"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":54,"tokensAfter":54},{"name":"search_glossary","fixed":{"name":"search_glossary","description":"模糊搜尋本站的 AI 名詞、概念比較與實作教學。","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer","maximum":20,"minimum":1}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":57,"tokensAfter":57}],"toolsChanged":6,"tokensSaved":0,"todo":[{"tool":"classify_search_intent","params":["q"]},{"tool":"compare_concepts","params":["a","b","id"]},{"tool":"get_howto","params":["id"]},{"tool":"list_topics","params":["category"]},{"tool":"search_glossary","params":["q","limit"]}],"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."}