{"serverId":"mcp-registry/io.github.sukyboor/aimall-mcp","tools":[{"name":"ai_estimate","fixed":{"name":"ai_estimate","description":"在不扣费的情况下预估一次 AI 调用的费用（USD）。调用前用它做预算闸门。可匿名使用（无需 key）。","inputSchema":{"type":"object","required":["asset_id","prompt"],"properties":{"prompt":{"type":"string","description":"model 类必填的提示词"},"asset_id":{"type":"string","description":"从 list_assets / search_free_apis 获得的资产 ID"},"max_tokens":{"type":"integer","default":512,"description":"最大输出 token，默认 512"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":110,"tokensAfter":110},{"name":"get_onboarding","fixed":{"name":"get_onboarding","description":"返回搜蚁智选的接入指引与机器可读文档链接。","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":31,"tokensAfter":31},{"name":"list_assets","fixed":{"name":"list_assets","description":"列出搜蚁智选市场中的可用 AI 资产（大模型 / 工具 / 数据），含 asset_id、类型与单价。先用它找到要调用的 asset_id。要用 900+ 免费公共 API 请改用 list_categories / search_free_apis。","inputSchema":{"type":"object","required":[],"properties":{"api_type":{"enum":["","tool","mcp","data","custom"],"type":"string","description":"按类型过滤，留空返回全部（注意：model 类资产已下线，不要再调用）"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":97,"tokensAfter":97},{"name":"list_categories","fixed":{"name":"list_categories","description":"返回免费公共 API 的 25 个分类及每个分类的资产数量，用于分层浏览（不消耗额度）。","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":38,"tokensAfter":38},{"name":"search_free_apis","fixed":{"name":"search_free_apis","description":"在 900+ 免费免鉴权公共 API 中按关键词/分类检索可用资产（不消耗额度）。先 list_categories 看全部分类，再用本工具精确定位 asset_id。","inputSchema":{"type":"object","required":[],"properties":{"keyword":{"type":"string","description":"关键词，匹配资产名/描述/asset_id/分类（如 天气、汇率、coffee）"},"category":{"type":"string","description":"分类名（来自 list_categories），可缩小范围"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":97,"tokensAfter":97}],"toolsChanged":5,"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."}