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by rkm7448

Wise MCP Server

MCP-сервер (Machine Communication Protocol), выступающий в качестве шлюза для API Wise и предоставляющий упрощенный доступ к функциям получателей Wise.

Возможности

  • Просмотр всех получателей из вашей учетной записи Wise через простой MCP-ресурс

  • Автоматическая обработка аутентификации и выбора профиля

  • Использование API Wise Sandbox для разработки и тестирования

  • Доступен в виде Docker-образа для легкой интеграции

Related MCP server: poke-bank

Требования

  • Python 3.12 или выше (только при прямой установке)

  • Менеджер пакетов uv (только при прямой установке)

  • Токен API Wise

  • Docker (если используется Docker-образ)

Получение API-токена

https://wise.com/your-account/integrations-and-tools/api-tokens

Создайте здесь новый токен.

Установка

Вариант 1: Прямая установка

  1. Клонируйте этот репозиторий:

    git clone repo-url
    cd jc-wise-mcp
  2. Настройте окружение:

    cp .env.example .env
    # Edit .env to add your Wise API token
  3. Установите зависимости с помощью uv:

    uv venv
    uv pip install -e .

Вариант 2: Использование Docker

Вы можете собрать Docker-образ:

docker build -t mcp-wise .

И добавьте его в Claude Code, внеся изменения в ваш файл .mcp.json

{
  "mcpServers": {
    "mcp-wise": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--init",
        "-e", "WISE_API_TOKEN=your_api_token_here",
        "-e", "WISE_IS_SANDBOX=true",
        "mcp-wise:latest"
      ]
    }
  }
}

Не забудьте заменить your_api_token_here на ваш реальный API-токен Wise.

Также убедитесь, что обновили файл .mcp.json в соответствии с выбранным режимом. Мы предоставляем шаблоны файлов, которые вы можете использовать:

  1. Для режима stdio (по умолчанию):

    cp .mcp.json.stdio .mcp.json
  2. Для режима HTTP:

    cp .mcp.json.http .mcp.json

Эти файлы шаблонов содержат соответствующую конфигурацию для каждого режима.

Доступные MCP-ресурсы

Сервер предоставляет следующие MCP-ресурсы:

list_recipients

Возвращает список всех получателей из вашей учетной записи Wise.

Параметры:

  • profile_type: Тип профиля для получения списка получателей. Одно из значений: [personal, business]. По умолчанию: "personal"

  • currency: Необязательно. Фильтрация получателей по коду валюты (например, 'EUR', 'USD')

get_recipient_requirements

Получает требования к получателю для создания нового получателя. Если предоставлены данные счета, проверяет их на соответствие требованиям.

Параметры:

  • source_currency: Код исходной валюты (например, 'USD')

  • target_currency: Код целевой валюты (например, 'EUR')

  • source_amount: Сумма в исходной валюте

  • profile_type: Тип используемого профиля. Одно из значений: [personal, business]. По умолчанию: "personal"

  • account: Необязательно. Данные счета получателя для проверки на соответствие требованиям. Если не предоставлено, возвращает начальные требования к счету.

create_recipient

Создает нового получателя с предоставленными данными счета.

Параметры:

  • profile_type: Тип используемого профиля. Одно из значений: [personal, business]. По умолчанию: "personal"

  • account: Данные счета получателя, соответствующие требованиям API Wise. Должны включать:

    • accountHolderName: Имя владельца счета

    • currency: Код целевой валюты (например, 'EUR')

    • type: Тип счета (например, 'iban', 'sort_code' и т.д.)

    • details: Объект, содержащий специфические для счета данные (зависят от валюты и страны)

send_money

Отправляет деньги получателю с использованием API Wise.

Параметры:

  • profile_type: Тип используемого профиля (personal или business)

  • source_currency: Код исходной валюты (например, 'USD')

  • source_amount: Сумма в исходной валюте для отправки

  • recipient_id: ID получателя, которому отправляются деньги

  • payment_reference: Необязательно. Справочное сообщение для перевода (по умолчанию "money")

  • source_of_funds: Необязательно. Источник средств (например, "salary", "savings")

Конфигурация

Конфигурация осуществляется через переменные окружения, которые можно задать в файле .env:

  • WISE_API_TOKEN: Ваш API-токен Wise (обязательно)

  • WISE_IS_SANDBOX: Установите в true для использования API Wise Sandbox (по умолчанию: false)

  • MODE: Режим транспорта MCP-сервера, "http" или "stdio" (по умолчанию: stdio)

Разработка

Структура проекта

wise-mcp/
├── .env                # Environment variables (not in git)
├── .env.example        # Example environment variables
├── pyproject.toml      # Project dependencies and configuration
├── README.md           # This file
└── src/                # Source code
    ├── main.py         # Entry point
    └── wise_mcp/       # Main package
        ├── api/        # API clients
        │   └── wise_client.py # Wise API client
        ├── resources/  # MCP resources
        │   └── recipients.py  # Recipients resource
        └── app.py      # MCP application setup

Добавление новых функций

Чтобы добавить новые функции:

  1. Добавьте новые методы API-клиента в src/wise_mcp/api/wise_client.py

  2. Создайте новые ресурсы в src/wise_mcp/resources/

  3. Импортируйте и зарегистрируйте новые ресурсы в src/wise_mcp/app.py

Участие в разработке

Мы приветствуем ваш вклад! Пожалуйста, не стесняйтесь отправлять Pull Request.

Лицензия

MIT

Available Tools

4 tools
create_recipientC

Creates a new recipient with the provided account details.

ParametersJSON Schema
NameRequiredDescriptionDefault
recipient_fullnameYesThe name of the account holder. Required.
currencyYesThe currency code for the recipient account. Required.
recipient_typeYesThe type of recipient account. Required.
profile_typeNoThe type of profile to use. One of [personal, business]. Default: "personal"personal
account_detailsNoAdditional recipient account details compliant with Wise API requirements. If provided, it will be updated with the required fields.

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description bears full burden. It only says 'creates' (indicating mutation) but doesn't disclose side effects, idempotency, error conditions, or authentication needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence is concise, but it may be too brief for a tool with 5 parameters and nested objects. Every word earns its place, but more structure would improve clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 5 parameters, nested objects, and an output schema, the description is insufficient. It doesn't mention the output or provide context on how to properly construct the account_details object.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with detailed descriptions for all 5 parameters. The description adds no additional meaning beyond stating 'with the provided account details,' which is already implied by the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it creates a new recipient, which distinguishes it from sibling tools like list_recipients and get_recipient_requirements. However, it lacks nuance about what constitutes a 'recipient' in this context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. For example, it doesn't mention prerequisites like first calling get_recipient_requirements to determine required fields.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_recipient_requirementsA

Fetches recipient requirements for creating a new recipient. If account details are provided, validates the account details against the requirements.

ParametersJSON Schema
NameRequiredDescriptionDefault
source_currencyNoOptional. The source currency code (e.g., 'USD')
target_currencyNoOptional. The target currency code (e.g., 'EUR')
source_amountNoOptional. The amount in the source currency (e.g., 100.0)
profile_typeNoThe type of profile to use. One of [personal, business]. Default: "personal"personal
account_detailsNoOptional. The recipient account details to validate against requirements. If not provided, returns the initial account requirements.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden. It discloses basic behavior (fetch and validate) but omits side effects, error conditions, or safety traits. No contradiction exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, 24 words, front-loaded with purpose. No unnecessary words. Highly concise and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given an output schema exists, the description covers core behavior. It could be improved by explicitly linking to 'create_recipient' as a prerequisite, but overall complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds context that 'account_details' triggers validation, adding marginal value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb ('fetches') and the resource ('recipient requirements'), and distinguishes itself from siblings like 'create_recipient' and 'send_money' by focusing on fetching and validating requirements.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for checking requirements before creating a recipient, but does not explicitly state when to use this tool over alternatives like 'list_recipients' or 'send_money'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_recipientsA

Returns all recipients from the Wise API for the given profile type of current user. If a user has multiple profiles of that type, it will return recipients from the first profile.

ParametersJSON Schema
NameRequiredDescriptionDefault
profile_typeNoThe type of profile to list recipients for. one of [personal, business]personal
currencyNoOptional. Filter recipients by currency code (e.g., 'EUR', 'USD')

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must carry the burden. It discloses the 'first profile' behavior, which is a useful trait beyond the schema. However, it does not mention other behavioral aspects like idempotency, rate limits, or side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, concise and front-loaded with the core purpose. No unnecessary words or redundant information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has an output schema (not shown) and low complexity with 2 parameters. The description covers the key behavioral point of first-profile limitation but lacks explanation of return structure, error cases, or pagination. Adequate but not thorough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has 100% coverage for parameters, so baseline is 3. The description adds minimal meaning beyond the schema by mentioning 'profile type of current user' and 'first profile' but does not elaborate on currency filtering.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool returns all recipients for a given profile type, using the verb 'list' and specifying the resource 'Wise API recipients'. It distinguishes from sibling tools like 'create_recipient' which is a different action.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides a behavioral caveat about returning recipients from the first profile if multiple exist, which helps in understanding edge cases. However, it does not explicitly state when to use this tool versus alternatives or provide exclusion criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

send_moneyB

Send money to a recipient using the Wise API.

ParametersJSON Schema
NameRequiredDescriptionDefault
profile_typeYesThe type of profile to use (personal or business)
source_currencyYesSource currency code (e.g., 'USD')
source_amountYesAmount in source currency to send
recipient_idYesThe ID of the recipient to send money to
payment_referenceNoOptional. Reference message for the transfer (defaults to "money")
source_of_fundsNoOptional. Source of the funds (e.g., "salary", "savings")

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden, but it provides no behavioral details beyond the name. It does not disclose mutation implications, error conditions, or authorization needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded, no unnecessary words. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 6 parameters and no annotations, the description is too brief. It lacks context about success/failure, idempotency, and usage flow. Output schema exists but does not compensate for missing behavioral context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description adds no extra context about parameter meaning beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Send' and resource 'money to a recipient using the Wise API', distinguishing it from sibling tools that manage recipients (create, get requirements, list).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives. It does not mention prerequisites, such as needing a recipient created first, or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updatesv0.1.0
    • First observedcreate_recipient
    • First observedget_recipient_requirements
    • First observedlist_recipients
    • First observedsend_money

TDQS

A3.7/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: creating recipients, fetching requirements, listing recipients, and sending money. No overlap.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_recipient, list_recipients, get_recipient_requirements, send_money).

Tool Count5/5

With 4 tools, the server is well-scoped for a focused Wise integration covering recipient management and money transfer.

Completeness4/5

Covers key recipient and transfer operations, but lacks a direct get_recipient by ID or update/delete recipient, which are minor gaps.

Maintenance

ActivityInactive
ResponsivenessNo issues

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