Vascue Public Knowledge Search

Search Vascue's public healthcare-ops, insurance-claims and booking docs. Public content only.

我该使用它吗

质量与安全性

A
描述质量
100%
模式完整度
100%
命名质量
100%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

基于对工具定义和协议合规性的自动分析。

上下文开销

~552token 数(工具定义)
~3.4 KB典型响应大小
对注意力的影响极小(占 128k 上下文窗口的 0.43%)

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高,可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中:

{
  "mcpServers": {
    "public-knowledge-search": {
      "url": "https://www.vascue.io/mcp/search"
    }
  }
}

远程端点

https://www.vascue.io/mcp/searchstreamable-http

它能做什么

工具清单

工具(1)

🟢 只读🟡 写入🔴 删除⚪ 未知
🟢search(query, ai_search_options)

Hybrid keyword + semantic search over the public pages of vascue.io: healthcare-operations guides, the AI front desk for clinics, provider-side insurance-claims automation, Cliniko and Nookal integration, security and compliance pages, case studies, pricing and blog posts. Use it to answer questions about what Vascue offers, how its products work and what it has published. One topic per call; cite the returned page URL for every excerpt you use. Returns a JSON text payload: result.chunks[] ordered by relevance, each with text (a Markdown excerpt), score (0-1, higher is better) and item.metadata.url (the canonical https://www.vascue.io/... page). Off-topic queries still return the nearest chunks, so treat scores below about 0.5 as weak evidence and say so when the site does not cover a topic. Read-only and idempotent; no authentication; 60 requests per minute per client. Public content only: never send patient information, claim documents, clinic credentials or booking requests. It cannot book appointments or look up clinic data.

输入模式

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "What to look for, as a natural-language question or keywords, e.g. \"how does claims pre-authorisation work\" or \"Cliniko integration\". 3-15 words works best; one topic per call."
    },
    "ai_search_options": {
      "type": "object",
      "description": "Optional retrieval tuning. Omit for the defaults: hybrid search, 8 results, score threshold 0.35.",
      "properties": {
        "retrieval": {
          "type": "object",
          "properties": {
            "retrieval_type": {
              "type": "string",
              "enum": [
                "hybrid",
                "vector",
                "keyword"
              ],
              "description": "hybrid (default) fuses keyword and vector ranking; keyword for exact phrases or product names; vector for paraphrased questions."
            },
            "max_num_results": {
              "type": "integer",
              "minimum": 1,
              "maximum": 50,
              "description": "Maximum chunks to return (default 8)."
            },
            "match_threshold": {
              "type": "number",
              "minimum": 0,
              "maximum": 1,
              "description": "Minimum relevance score for a chunk to be included (default 0.35); raise for precision, lower for recall."
            },
            "context_expansion": {
              "type": "integer",
              "minimum": 0,
              "maximum": 3,
              "description": "Neighbouring chunks from the same page to include around each hit (default 0)."
            }
          }
        }
      }
    }
  },
  "required": [
    "query"
  ]
}

推荐提示词

search_research
Search for information about [topic] using Vascue Public Knowledge Search
预期工具: search
find_specific
Find [specific item] using Vascue Public Knowledge Search
预期工具: search

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证据

最近观测

已验证未记录版本1 个工具
已验证未记录版本1 个工具