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Textline MCP by usefulapi

Read Textline conversations, contacts and reports; send a text, add notes, resolve or transfer.

¿Debería usar esto?

Calidad y seguridad

A
Calidad de la descripción
100%
Integridad del esquema
82%
Calidad de los nombres
79%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Hallazgos (1)

  • LOWTool 'textline_get_conversation_by_phone' name length outside 3-30 rangeen textline_get_conversation_by_phone

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~6,166Tokens (definiciones de herramientas)
~1.7 KBTamaño de respuesta típico
Impacto significativo en la atención (4.82% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "textline": {
      "url": "https://textline.usefulapi.io/mcp"
    }
  }
}

Puntos de conexión remotos

https://textline.usefulapi.io/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (23)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢textline_list_conversations(group_uuid, query, page, page_size)

List conversations (one per contact) in a department of the Textline shared inbox, with the contact and resolved status. Optional keyword search. GET /api/conversations.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "group_uuid": {
      "description": "Department (group) UUID from textline_list_departments. Default: the first department.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "query": {
      "description": "Keyword to search conversations on (name, phone, message text).",
      "type": "string",
      "maxLength": 200
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 50).",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_conversation(conversation_uuid, before_uuid, after_uuid, page, page_size)

Retrieve one conversation and its posts (messages in and out, internal whispers, resolve/transfer events), newest page first. Page with page/page_size or with before_uuid/after_uuid (a post uuid). GET /api/conversation/{uuid}.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Conversation UUID."
    },
    "before_uuid": {
      "description": "Only posts before this post uuid (exclusive).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "after_uuid": {
      "description": "Only posts after this post uuid (exclusive).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 50).",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "conversation_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_conversation_by_phone(phone_number, group_uuid, before_uuid, after_uuid, page, ...)

Retrieve the conversation with a phone number (in a department) and its posts (messages). GET /api/conversations.json?phone_number=….

Esquema de entrada

{
  "type": "object",
  "properties": {
    "phone_number": {
      "type": "string",
      "maxLength": 25,
      "pattern": "^\\+?[0-9 ().-]+$",
      "description": "The contact's phone number, e.g. +14155550123 or (415) 555-0123."
    },
    "group_uuid": {
      "description": "Department (group) UUID from textline_list_departments. Default: the first department.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "before_uuid": {
      "description": "Only posts before this post uuid (exclusive).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "after_uuid": {
      "description": "Only posts after this post uuid (exclusive).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 50).",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "phone_number"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_customers(query, page, page_size)

List or search contacts (customers) in the Textline address book: name, phone, email, tags, notes, custom fields, consent and reachability. GET /api/customers.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Keyword to search on (name, phone, email, tag).",
      "type": "string",
      "maxLength": 200
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 50).",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_customer(customer_uuid)

Retrieve one contact (customer) from the address book by UUID. GET /api/customer/{uuid}.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "customer_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Contact (customer) UUID."
    }
  },
  "required": [
    "customer_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_customer_by_phone(phone_number)

Retrieve one contact (customer) from the address book by phone number. GET /api/customers.json?phone_number=….

Esquema de entrada

{
  "type": "object",
  "properties": {
    "phone_number": {
      "type": "string",
      "maxLength": 25,
      "pattern": "^\\+?[0-9 ().-]+$",
      "description": "The contact's phone number."
    }
  },
  "required": [
    "phone_number"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_custom_fields

List the address book's custom fields (name, data type, UUID). Use the UUIDs with textline_update_customer. GET /api/address_book/custom_fields.json.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_saved_searches

List the address book's saved searches (contact segments) with name, description and UUID. GET /api/address_book/saved_searches.json.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_organization(include_groups, include_users)

Retrieve the organization (account) name, optionally with its departments and agents. GET /api/organization.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "include_groups": {
      "description": "Include the departments.",
      "type": "boolean"
    },
    "include_users": {
      "description": "Include the agents (users).",
      "type": "boolean"
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_departments

List the departments (groups / inbox phone lines) the token's agent can see: name, UUID, phone number, type (sms, facebook, smart_sms) and member agent UUIDs. GET /api/groups.json.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_agents

List the agents (users) in the organization: name, email, UUID, permission level, availability and department UUIDs. GET /api/organization.json?include_users=1.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_get_agent(user_uuid, email)

Retrieve one agent (user) by UUID or email: name, permission level, availability (on_call) and departments. GET /api/users.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "user_uuid": {
      "description": "Agent UUID.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "email": {
      "description": "Agent email.",
      "type": "string",
      "maxLength": 254,
      "pattern": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$"
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_dispositions(group_uuid)

List the dispositions (resolution reasons) set up in the account, optionally for one department. Use a UUID with textline_resolve_conversation. GET /api/dispositions.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "group_uuid": {
      "description": "Only dispositions of this department.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_surveys

List surveys (NPS, CSAT, custom) with their type and UUID. GET /api/surveys.json.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_list_survey_responses(survey_uuid, start_date, end_date)

List the responses to one survey (ratings, follow-up text, contact, tags). Default: the last 30 days. GET /api/survey/{uuid}/responses.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "survey_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Survey UUID from textline_list_surveys."
    },
    "start_date": {
      "description": "First day, YYYY-MM-DD.",
      "type": "string"
    },
    "end_date": {
      "description": "Last day, YYYY-MM-DD.",
      "type": "string"
    }
  },
  "required": [
    "survey_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_report_conversations(group_uuid, search_uuid, page, page_size, sort_by, ...)

Reporting API: list a department's conversations filtered by created/updated time, resolved, archived or blocked, with total_records. To get the next page pass the returned next.search_uuid, next.page and next.page_size exactly (the same filters are kept). Then use textline_report_posts per conversation. GET /api/reporting/conversations.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "group_uuid": {
      "description": "Department UUID (required unless search_uuid is given).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "search_uuid": {
      "description": "Continue an earlier result set: next.search_uuid from a previous call (with next.page and next.page_size).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 30).",
      "type": "integer",
      "minimum": 1,
      "maximum": 30
    },
    "sort_by": {
      "description": "Sort field (default created_at).",
      "type": "string",
      "enum": [
        "created_at",
        "updated_at"
      ]
    },
    "sort_order": {
      "description": "Sort order (default desc).",
      "type": "string",
      "enum": [
        "asc",
        "desc"
      ]
    },
    "created_after": {
      "description": "Created after this ISO date-time (with timezone).",
      "type": "string"
    },
    "created_before": {
      "description": "Created before this ISO date-time (with timezone).",
      "type": "string"
    },
    "updated_after": {
      "description": "Updated after this ISO date-time (with timezone).",
      "type": "string"
    },
    "updated_before": {
      "description": "Updated before this ISO date-time (with timezone).",
      "type": "string"
    },
    "resolved": {
      "description": "Only resolved (true) or unresolved (false) conversations.",
      "type": "boolean"
    },
    "archived": {
      "description": "Only archived (true) or unarchived (false) contacts. Default: both.",
      "type": "boolean"
    },
    "blocked": {
      "description": "Only blocked (true) or unblocked (false) contacts. Default: both.",
      "type": "boolean"
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢textline_report_posts(conversation_uuid, search_uuid, page, page_size, sort_order, ...)

Reporting API: list all posts (messages, whispers) of one conversation with creator, thread, first-response flags, filtered by created time, with total_records. To get the next page pass the returned next.search_uuid, next.page and next.page_size exactly. GET /api/reporting/conversation/{uuid}/posts.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Conversation UUID."
    },
    "search_uuid": {
      "description": "Continue an earlier result set: next.search_uuid from a previous call (with next.page and next.page_size).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "page": {
      "description": "Page number, 0-based (default 0).",
      "type": "integer",
      "minimum": 0,
      "maximum": 100000
    },
    "page_size": {
      "description": "Results per page (default 30, max 30).",
      "type": "integer",
      "minimum": 1,
      "maximum": 30
    },
    "sort_order": {
      "description": "Sort order (default desc).",
      "type": "string",
      "enum": [
        "asc",
        "desc"
      ]
    },
    "created_after": {
      "description": "Created after this ISO date-time (with timezone).",
      "type": "string"
    },
    "created_before": {
      "description": "Created before this ISO date-time (with timezone).",
      "type": "string"
    }
  },
  "required": [
    "conversation_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🔴textline_send_message(conversation_uuid, phone_number, group_uuid, body, attachment_urls, ...)

SENDS A REAL SMS/MMS to ONE contact from your Textline number — the customer receives it immediately and it cannot be unsent; it consumes message credits. Address it by conversation_uuid or by phone_number (+ optional department). Confirm the recipient and text with the user first. One recipient per call; no bulk sends. POST /api/conversation/{uuid}.json or POST /api/conversations.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "description": "The conversation UUID (pass this OR phone_number).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "phone_number": {
      "description": "The contact's phone number (pass this OR conversation_uuid); opens the conversation if there is none.",
      "type": "string",
      "maxLength": 25,
      "pattern": "^\\+?[0-9 ().-]+$"
    },
    "group_uuid": {
      "description": "With phone_number only: the department to use. Default: the first department.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 1600,
      "description": "The message text the customer will receive."
    },
    "attachment_urls": {
      "description": "Public https URLs of files to attach (makes it an MMS).",
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 2000,
        "format": "uri"
      }
    },
    "resolve": {
      "description": "Resolve the conversation after sending.",
      "type": "boolean"
    }
  },
  "required": [
    "body"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟡textline_add_whisper(conversation_uuid, phone_number, group_uuid, body, resolve)

WRITE: add an internal whisper (a note only your agents see, never sent to the customer) to a conversation, by conversation_uuid or phone_number. POST /api/conversation/{uuid}.json or POST /api/conversations.json with a whisper.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "description": "The conversation UUID (pass this OR phone_number).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "phone_number": {
      "description": "The contact's phone number (pass this OR conversation_uuid); opens the conversation if there is none.",
      "type": "string",
      "maxLength": 25,
      "pattern": "^\\+?[0-9 ().-]+$"
    },
    "group_uuid": {
      "description": "With phone_number only: the department to use. Default: the first department.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "body": {
      "type": "string",
      "minLength": 1,
      "maxLength": 5000,
      "description": "The note text (visible to agents only)."
    },
    "resolve": {
      "description": "Resolve the conversation after adding the note.",
      "type": "boolean"
    }
  },
  "required": [
    "body"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟡textline_resolve_conversation(conversation_uuid, disposition_uuid)

WRITE: mark a conversation resolved (closed), optionally with a disposition from textline_list_dispositions. Nothing is sent to the customer. POST /api/conversation/{uuid}/resolve.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Conversation UUID."
    },
    "disposition_uuid": {
      "description": "Disposition (resolution reason) UUID.",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    }
  },
  "required": [
    "conversation_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟡textline_transfer_conversation(conversation_uuid, user_uuid, assignee)

WRITE: assign a conversation to another agent of the same department, by agent UUID or email (one of them). Nothing is sent to the customer. POST /api/conversation/{uuid}/transfer.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "conversation_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Conversation UUID."
    },
    "user_uuid": {
      "description": "The agent's UUID (from textline_list_agents).",
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
    },
    "assignee": {
      "description": "The agent's email.",
      "type": "string",
      "maxLength": 254,
      "pattern": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$"
    }
  },
  "required": [
    "conversation_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟡textline_create_customer(phone_number, name, email, notes, tags)

WRITE: add a contact (customer) to the Textline address book. Sends nothing to the contact. POST /api/customers.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "phone_number": {
      "type": "string",
      "maxLength": 25,
      "pattern": "^\\+?[0-9 ().-]+$",
      "description": "The contact's phone number."
    },
    "name": {
      "description": "Full name.",
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "email": {
      "description": "Email address.",
      "type": "string",
      "maxLength": 254,
      "pattern": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$"
    },
    "notes": {
      "description": "Notes on the contact (replaces the existing notes).",
      "type": "string",
      "maxLength": 5000
    },
    "tags": {
      "description": "Tags, e.g. ['VIP', 'new_lead'] (underscores instead of spaces).",
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1,
        "maxLength": 100,
        "pattern": "^[^,\\s]+$"
      }
    }
  },
  "required": [
    "phone_number"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🔴textline_update_customer(customer_uuid, name, email, notes, tags, ...)

WRITE: update a contact's name, email, notes, tags (add, remove or replace) or custom fields (by custom-field UUID from textline_list_custom_fields). Overwrites the fields you pass; sends nothing to the contact. PUT /api/customer/{uuid}.json.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "customer_uuid": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$",
      "description": "Contact (customer) UUID."
    },
    "name": {
      "description": "Full name.",
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "email": {
      "description": "Email address.",
      "type": "string",
      "maxLength": 254,
      "pattern": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$"
    },
    "notes": {
      "description": "Notes on the contact (replaces the existing notes).",
      "type": "string",
      "maxLength": 5000
    },
    "tags": {
      "description": "Tags, e.g. ['VIP', 'new_lead'] (underscores instead of spaces).",
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1,
        "maxLength": 100,
        "pattern": "^[^,\\s]+$"
      }
    },
    "tags_handling": {
      "description": "How to apply tags: add, remove or replace (Textline's default if omitted).",
      "type": "string",
      "enum": [
        "add",
        "remove",
        "replace"
      ]
    },
    "custom_fields": {
      "description": "Custom field values keyed by custom-field UUID, e.g. {\"c43a1766-47e1-4c9c-a2cc-36bf424fcbc0\": \"Gold\"}.",
      "type": "object",
      "propertyNames": {
        "type": "string",
        "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$"
      },
      "additionalProperties": {
        "type": "string",
        "maxLength": 2000
      }
    }
  },
  "required": [
    "customer_uuid"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

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