BumbleBox

Search and triage all your mailboxes; draft replies and campaigns; send only as you allow.

사용해야 할까요

품질 및 안전성

A
설명 품질
99%
스키마 완전성
81%
이름 품질
95%
오염 위험
80%
권한 일치
100%
프로토콜 준수
100%

발견 사항 (2)

  • HIGHTool poisoning patterns detected
  • LOWTool description contains role marker that could confuse chat modelslist_replies_to_validate에서

도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.

컨텍스트 비용

~3,456토큰 (도구 정의)
~1.4 KB일반적인 응답 크기
상당한 주의 영향 (128k 컨텍스트의 2.70%)

이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.

설치

원클릭 설치

`claude_desktop_config.json` 파일에 다음을 추가하세요:

{
  "mcpServers": {
    "mail": {
      "url": "https://api.bumblebox.ai/api/mcp"
    }
  }
}

원격 엔드포인트

https://api.bumblebox.ai/api/mcpstreamable-http

할 수 있는 일

도구 목록

도구 (17)

🟢 읽기 전용🟡 쓰기🔴 삭제⚪ 알 수 없음
🟢search_emails(query, limit)

Searches every connected mailbox (sender, subject, preview), newest first. Operators: from:, subject:, before:YYYY-MM-DD, after:YYYY-MM-DD; the rest is free text. Deleted emails are not returned.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "results"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_email(id)

One email in full: sender, recipients, date, subject, plain-text body, attachment names, folder and BumbleBox classification.

입력 스키마

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    }
  },
  "required": [
    "id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "email": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "email"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_to_answer(limit)

Received emails BumbleBox classified as needing a reply and still in the inbox, newest first.

입력 스키마

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "emails": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "emails"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_contacts(query, limit)

Contacts BumbleBox knows from the mail history (name, address, organization domain, exchange counts, last exchanges, VIP mark, note), matched on name, address or domain.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 200
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "contacts": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "contacts"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_folders

The folders of each connected mailbox, as last synced. Trash, spam, sent and drafts are left out.

입력 스키마

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "mailboxes": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "mailboxes"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_calendar_events(from, to)

Events of the connected Google calendars between two dates (default: the next 7 days, at most 62 days).

입력 스키마

{
  "type": "object",
  "properties": {
    "from": {
      "type": "string",
      "format": "date-time"
    },
    "to": {
      "type": "string",
      "format": "date-time"
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "events": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "events"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪draft_reply(email_id, body, subject)

Saves the text as the reply draft of a received email, from the mailbox that received it. Nothing is sent: the draft waits in BumbleBox (Pilotage › prepared replies) until the user reviews it and clicks Send. Saving again replaces the previous draft of the same email.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 20000,
      "description": "Plain-text reply body."
    },
    "subject": {
      "type": "string",
      "maxLength": 300,
      "description": "Defaults to \"Re: <original subject>\"."
    }
  },
  "required": [
    "email_id",
    "body"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "draft": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "draft"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡send_reply(email_id, body)

Replies to the sender of one received email, and only to them (no Cc, no Bcc, no attachment), from the mailbox that received it. What happens next is the level the user set in BumbleBox for this kind of reply: a draft, a reply waiting for one tap (the default), or a reply that leaves after a delay the user can cancel. Anything that commits the user (amounts, bank details, acceptance, contracts, dates, links) always waits for the user. The result says which one applied.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 20000,
      "description": "Plain-text reply body."
    }
  },
  "required": [
    "email_id",
    "body"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "reply": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "reply"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪archive_email(email_id)

Moves one inbox email to its mailbox's archive folder, on the mail server too. Undone by restore_to_inbox. Nothing is deleted.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    }
  },
  "required": [
    "email_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "moved": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "moved"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢move_email(email_id, folder)

Moves one inbox email to an existing folder of the same mailbox (see list_folders), on the mail server too. No folder is created. Undone by restore_to_inbox.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    },
    "folder": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300
    }
  },
  "required": [
    "email_id",
    "folder"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "moved": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "moved"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪trash_email(email_id, reason)

Moves one inbox email to its mailbox's trash when BumbleBox certifies it as noise (spam, newsletter, promotion, with a unanimous safety vote and no known contact or action word). Any other email is not moved: it becomes a proposal the user confirms in one tap in BumbleBox. Never a permanent deletion; undone by restore_to_inbox.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    },
    "reason": {
      "type": "string",
      "maxLength": 300,
      "description": "Why, shown to the user with a proposal."
    }
  },
  "required": [
    "email_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "result": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "result"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪restore_to_inbox(email_id)

Moves an archived, filed or trashed email back to the inbox, on the mail server too.

입력 스키마

{
  "type": "object",
  "properties": {
    "email_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Email id, as returned by search_emails or list_to_answer."
    }
  },
  "required": [
    "email_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "restored": {
      "type": "number"
    }
  },
  "required": [
    "restored"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_missions(limit)

The user's prospection campaigns (missions), most recently active first, with the number of drafts waiting, emails sent and prospects who replied.

입력 스키마

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 200
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "missions": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "missions"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_campaign_drafts(mission_id, limit)

The drafts of one campaign that wait for the user to validate them in BumbleBox (recipient, subject, plain-text body, sender), newest first, with the true totals.

입력 스키마

{
  "type": "object",
  "properties": {
    "mission_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "description": "Campaign id, as returned by list_missions."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 200
    }
  },
  "required": [
    "mission_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "counts": {
      "type": "object",
      "additionalProperties": {}
    },
    "drafts": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "counts",
    "drafts"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_replies_to_validate

Replies received on campaigns that still need the user: prepared reply drafts waiting for validation, and replies with no answer yet (with the stored AI triage: kind, summary, whether a human is needed).

입력 스키마

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "drafts": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      }
    },
    "pending": {
      "$ref": "#/properties/drafts"
    }
  },
  "required": [
    "drafts",
    "pending"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡create_campaign_draft(mission_id, to, name, subject, body)

Writes one draft inside an existing campaign, to one recipient (added to the campaign list if new), from the campaign's sender. Nothing is sent: the draft waits for the user to validate the campaign send in BumbleBox.

입력 스키마

{
  "type": "object",
  "properties": {
    "mission_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "description": "Campaign id, as returned by list_missions."
    },
    "to": {
      "type": "string",
      "minLength": 3,
      "maxLength": 320
    },
    "name": {
      "type": "string",
      "maxLength": 200,
      "description": "Recipient name, for a new prospect."
    },
    "subject": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 20000,
      "description": "Plain-text body."
    }
  },
  "required": [
    "mission_id",
    "to",
    "subject",
    "body"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "draft": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "draft"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡update_campaign_draft(mission_id, draft_id, subject, body, to)

Changes the subject, body or recipient of a draft that is still a draft. Nothing is sent, and a draft the user already validated cannot be changed.

입력 스키마

{
  "type": "object",
  "properties": {
    "mission_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "description": "Campaign id, as returned by list_missions."
    },
    "draft_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "subject": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 20000
    },
    "to": {
      "type": "string",
      "minLength": 3,
      "maxLength": 320
    }
  },
  "required": [
    "mission_id",
    "draft_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "draft": {
      "type": "object",
      "additionalProperties": {}
    }
  },
  "required": [
    "draft"
  ],
  "additionalProperties": true,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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