SEMIPRO Cycling Intelligence

Analyse cycling-event GPX routes and build bounded, practical ride-fuelling carry plans.

使うべきか

品質と安全性

A
説明の品質
100%
スキーマの完全性
92%
命名の品質
80%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~781トークン数(ツール定義)
~3.0 KB一般的なレスポンスサイズ
注意への影響は中程度(128k コンテキストの 0.61%)

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

{
  "mcpServers": {
    "semipro-intelligence": {
      "url": "https://api.semipro.coach/mcp"
    }
  }
}

リモートエンドポイント

https://api.semipro.coach/mcpstreamable-http

できること

ツール一覧

ツール(2)

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢analyse_event_route(gpx_xml, gpx_base64, event)

Analyse a cycling-event GPX using SEMIPRO Event Demand Intelligence. Use this when a rider, coach or agent asks what a route will demand, which climbs or sections matter, or what kind of performance problem the course creates. This analyses the course only: it does not inspect an athlete, prescribe training, predict a result, diagnose a medical issue, or analyse a completed FIT activity.

入力スキーマ

{
  "type": "object",
  "properties": {
    "gpx_xml": {
      "type": "string",
      "description": "Complete GPX XML. Provide this or gpx_base64. Maximum decoded size: 3 MB."
    },
    "gpx_base64": {
      "type": "string",
      "description": "Base64-encoded GPX file. Provide this or gpx_xml. Maximum decoded size: 3 MB."
    },
    "event": {
      "type": "object",
      "additionalProperties": false,
      "properties": {
        "name": {
          "type": "string",
          "maxLength": 160
        },
        "type": {
          "type": "string",
          "enum": [
            "road_race",
            "criterium",
            "time_trial",
            "gran_fondo",
            "sportive",
            "gravel",
            "mtb",
            "mtb_xc",
            "ultra",
            "stage",
            "triathlon_bike_leg",
            "other"
          ]
        },
        "date": {
          "type": "string",
          "format": "date"
        },
        "start_time": {
          "type": "string",
          "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$"
        },
        "course_format": {
          "type": "string",
          "enum": [
            "point_to_point",
            "loop",
            "laps"
          ]
        },
        "course_laps": {
          "type": "integer",
          "minimum": 1,
          "maximum": 100
        }
      }
    }
  },
  "anyOf": [
    {
      "required": [
        "gpx_xml"
      ]
    },
    {
      "required": [
        "gpx_base64"
      ]
    }
  ],
  "additionalProperties": false
}
🟢plan_ride_fuelling(duration_minutes, ride_type, current_tolerance, carb_sources)

Turn a cycling session duration, broad work type and current carbohydrate tolerance into a bounded carbohydrate target, carry plan and timing guide. Use this when a rider needs to know how much carbohydrate to carry and how to divide it across their own gels, drink, chews or food. This is general sports-fuelling guidance: it does not provide medical nutrition, prescribe hydration or sodium, create a daily meal plan, or use connected athlete data.

入力スキーマ

{
  "type": "object",
  "properties": {
    "duration_minutes": {
      "type": "integer",
      "minimum": 15,
      "maximum": 1440,
      "description": "Planned cycling duration in minutes."
    },
    "ride_type": {
      "type": "string",
      "enum": [
        "recovery",
        "endurance",
        "tempo_threshold",
        "intervals",
        "race_event"
      ],
      "description": "Broad work demand. Use race_event only for a race, sportive or equivalent performance event."
    },
    "current_tolerance": {
      "type": "string",
      "enum": [
        "not_established",
        "up_to_45",
        "up_to_60",
        "up_to_75",
        "up_to_90"
      ],
      "description": "Highest carbohydrate intake in grams per hour already tolerated reliably in similar cycling."
    },
    "carb_sources": {
      "type": "array",
      "minItems": 1,
      "maxItems": 12,
      "description": "Optional products or foods the rider already has. Omit to receive a generic equivalent pack.",
      "items": {
        "type": "object",
        "required": [
          "name",
          "form",
          "carbs_g"
        ],
        "additionalProperties": false,
        "properties": {
          "name": {
            "type": "string",
            "minLength": 1,
            "maxLength": 80
          },
          "form": {
            "type": "string",
            "enum": [
              "drink",
              "gel",
              "chew",
              "food"
            ]
          },
          "carbs_g": {
            "type": "integer",
            "minimum": 1,
            "maximum": 150
          },
          "max_servings": {
            "type": "integer",
            "minimum": 1,
            "maximum": 24,
            "default": 12
          }
        }
      }
    }
  },
  "required": [
    "duration_minutes",
    "ride_type",
    "current_tolerance"
  ],
  "additionalProperties": false
}

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