finance

JExchange

by juhemcp

JExchange offers a lightweight, async Python server to connect AI models with external services via a simple deployable

Provides a lightweight, asynchronous Python server for connecting AI models with external services through a simple, deployable foundation built on asyncio.

github stars

0

Asyncio-based for high concurrencyLightweight and deployable

best for

  • / AI developers integrating external services
  • / Building scalable AI service architectures
  • / Connecting models to real-time data sources

capabilities

  • / Connect AI models to external APIs
  • / Handle asynchronous service requests
  • / Deploy lightweight Python server instances
  • / Process concurrent external service calls

what it does

A lightweight Python server that connects AI models to external services using asyncio for asynchronous operations.

about

JExchange is a community-built MCP server published by juhemcp that provides AI assistants with tools and capabilities via the Model Context Protocol. JExchange offers a lightweight, async Python server to connect AI models with external services via a simple deployable It is categorized under finance.

how to install

You can install JExchange in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

license

MIT

JExchange is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

readme

Juhe Exchange Rates MCP Server

一个提供实时全球货币汇率查询功能的模型上下文协议(Model Context Protocol)服务器。该服务器使大型语言模型(LLMs)能够获取实时货币汇率情况。

Components

Tools

服务器实现了一个工具:

  • query_exchange_rates: 根据货币的三位字母代码查询两者之间的兑换汇率
    • 需要传入 "from_code"(货币的三位字母货币代码)作为必须的字符串参数。
    • 需要传入 "to_code"(货币的三位字母货币代码)作为必须的字符串参数。
async def query_exchange_rates(
    from_code: str = Field(description="您希望转换的货币的三位字母货币代码。如:CNY"),
    to_code : str = Field(description="您希望转换为目标货币的三位字母货币代码。如:USD")
) -> list[types.TextContent | types.ImageContent | types.EmbeddedResource]:

Install

This server requires Python 3.10 or higher. Install dependencies using uv (recommended) or pip

Using uv (recommended)

When using uv no specific installation is needed. We will use uvx to directly run jexchange-mcp-server.

uvx jexchange-mcp-server

Using PIP

Alternatively you can install jexchange-mcp-server via pip:

pip install jexchange-mcp-server

After installation, you can run it as a script using:

python -m jexchange_mcp_server

Configuration

Environment Variables

JUHE_EXCHANGE_API_KEY: 聚合数据的天气预报查询API密钥。获取:https://www.juhe.cn/docs/api/id/73

JUHE_EXCHANGE_API_KEY=your_api_key

Configure For CLINE

<details> <summary>Using uvx</summary>
"mcpServers": {
  "jexchange-mcp-server": {
    "command": "uvx",
    "args": [
      "jexchange-mcp-server"
    ],
    "env": {
      "JUHE_EXCHANGE_API_KEY": "your_api_key"
    }
  }
}
</details> <details> <summary>Using pip installation</summary>
"mcpServers": {
  "jexchange-mcp-server": {
    "command": "python",
    "args": [
      "-m",
      "jmobile_location_mcp_server"
    ],
    "env": {
      "JUHE_EXCHANGE_API_KEY": "your_api_key"
    }
  }
}
</details>

Debugging

You can use the MCP inspector to debug the server. For uvx installations:

npx @modelcontextprotocol/inspector uvx jexchange-mcp-server 

Or if you've installed the package in a specific directory or are developing on it:

cd path/to/servers/src/jexchange-mcp-server
npx @modelcontextprotocol/inspector uv run jexchange-mcp-server

Examples of Questions for Cline

  1. "当前美元兑换人民币的汇率是多少?"
  2. "那么人民币和越南货币兑换汇率呢"

FAQ

What is the JExchange MCP server?
JExchange is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
How do MCP servers relate to agent skills?
Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
How are reviews shown for JExchange?
This profile displays 10 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.
MCP server reviews

Ratings

4.510 reviews
  • Shikha Mishra· Oct 10, 2024

    JExchange is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.

  • Piyush G· Sep 9, 2024

    We evaluated JExchange against two servers with overlapping tools; this profile had the clearer scope statement.

  • Chaitanya Patil· Aug 8, 2024

    Useful MCP listing: JExchange is the kind of server we cite when onboarding engineers to host + tool permissions.

  • Sakshi Patil· Jul 7, 2024

    JExchange reduced integration guesswork — categories and install configs on the listing matched the upstream repo.

  • Ganesh Mohane· Jun 6, 2024

    I recommend JExchange for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.

  • Oshnikdeep· May 5, 2024

    Strong directory entry: JExchange surfaces stars and publisher context so we could sanity-check maintenance before adopting.

  • Dhruvi Jain· Apr 4, 2024

    JExchange has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.

  • Rahul Santra· Mar 3, 2024

    According to our notes, JExchange benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.

  • Pratham Ware· Feb 2, 2024

    We wired JExchange into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.

  • Yash Thakker· Jan 1, 2024

    JExchange is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.