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Loci Labs Real-World Observations

Fresh human-observable information about physical places and conditions that may be stale online.

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品質與安全性

A
說明品質
100%
結構描述完整度
100%
命名品質
100%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

根據工具定義與協定合規性的自動化分析。

上下文成本

~443Token（工具定義）
~4.3 KB典型回應大小
極小的注意力影響（128k 上下文的 0.35%）

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案：

{
  "mcpServers": {
    "real-world-observations": {
      "url": "https://mcp.loci-labs.ai/mcp"
    }
  }
}

遠端端點

https://mcp.loci-labs.ai/mcpstreamable-http

它能做什麼

工具清單

工具（1）

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🟢search_real_world_observations(question, location, freshness, observation_type, context)

Search for fresh real-world observations about physical places, conditions, availability, crowds, lines, closures, construction, weather effects, events, inventory visible in person, accessibility, or other facts that may be stale, uncertain, or unavailable on the public web. Use this when answering the user's question would benefit from a recent observation made by a person physically present at or near the relevant location.

輸入結構描述

{
  "type": "object",
  "properties": {
    "question": {
      "type": "string",
      "minLength": 1,
      "maxLength": 1000,
      "description": "What you want to know, in natural language. Examples: \"Is the playground muddy right now?\", \"How long is the security line?\""
    },
    "location": {
      "description": "Place name, address, neighborhood, venue, or coordinates written as text. Precision is not required.",
      "type": "string",
      "maxLength": 300
    },
    "freshness": {
      "description": "How recent the observation needs to be, e.g. \"right now\", \"within 30 minutes\", \"today\", \"within 24 hours\".",
      "type": "string",
      "maxLength": 100
    },
    "observation_type": {
      "description": "Kind of observation: crowd, condition, availability, closure, construction, weather impact, accessibility, inventory, event status, or other.",
      "type": "string",
      "maxLength": 100
    },
    "context": {
      "description": "Optional extra context that helps interpret the question. Do not include personal or sensitive information.",
      "type": "string",
      "maxLength": 2000
    }
  },
  "required": [
    "question"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "status": {
      "type": "string",
      "enum": [
        "no_observation_available"
      ]
    },
    "message": {
      "type": "string"
    },
    "request": {
      "type": "object",
      "properties": {
        "location": {
          "type": "string"
        },
        "freshness": {
          "type": "string"
        },
        "observation_type": {
          "type": "string"
        }
      },
      "additionalProperties": false
    }
  },
  "required": [
    "status",
    "message",
    "request"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

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