adaptive_search

Enhance research efficiency by automatically switching between precise and fuzzy searches on Google Scholar based on result count, with customizable sorting and year filters for tailored academic insights.

Instructions

自适应搜索谷歌学术，先尝试精确搜索，如果结果太少则自动切换到模糊搜索

Args:
    keywords: 搜索关键词
    count: 返回结果数量，默认为5
    min_results: 最少需要返回的结果数量，少于此数量会触发模糊搜索，默认为3
    sort_by: 排序方式，可选值:
        - "relevance": 按相关性排序（默认）
        - "citations": 按引用量排序
        - "date": 按发表日期排序（新到旧）
        - "title": 按标题字母顺序排序
    year_start: 开始年份，可选
    year_end: 结束年份，可选

Returns:
    Dict: 包含论文列表和搜索模式的字典

Input Schema

Name	Required	Default
`count`	No
`keywords`	Yes
`min_results`	No
`sort_by`	No	relevance
`year_end`	No
`year_start`	No

Input Schema (JSON Schema)

{
  "properties": {
    "count": {
      "default": 5,
      "title": "Count",
      "type": "integer"
    },
    "keywords": {
      "title": "Keywords",
      "type": "string"
    },
    "min_results": {
      "default": 3,
      "title": "Min Results",
      "type": "integer"
    },
    "sort_by": {
      "default": "relevance",
      "title": "Sort By",
      "type": "string"
    },
    "year_end": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Year End"
    },
    "year_start": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Year Start"
    }
  },
  "required": [
    "keywords"
  ],
  "title": "adaptive_searchArguments",
  "type": "object"
}

mcp-scholar

adaptive_search

Instructions

Input Schema

Input Schema (JSON Schema)

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