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Valyu模型协议服务器JS

一个模型上下文协议服务器,为大型语言模型提供对Valyu知识检索和反馈API的访问,以搜索专有/网络资源并提交交易反馈。

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README

Valyu MCP Server

A Model Context Protocol server that provides access to Valyu's knowledge retrieval and feedback APIs. This server enables LLMs to search proprietary and web sources for information and submit feedback on transactions.

Available Tools

  • knowledge - Search proprietary and/or web sources for information

    • Required arguments:
      • query (string): The question or topic to search for
      • search_type (string): Type of sources to search ("proprietary", "web", or "all")
      • max_price (number): Maximum allowed price per thousand queries (CPM)
    • Optional arguments:
      • data_sources (string[]): List of index names to search over
      • max_num_results (integer): Number of results returned after reranking
      • similarity_threshold (number): Minimum similarity score for included results
      • query_rewrite (boolean): Whether to rewrite the query for better performance
  • feedback - Submit user feedback for a transaction

    • Required arguments:
      • tx_id (string): Transaction ID to provide feedback for
      • feedback (string): User feedback text
      • sentiment (string): Sentiment rating ("very good", "good", "bad", "very bad")

Installation

Using Docker

docker pull ghcr.io/tiovikram/valyu-mcp-server
docker run -i --rm -e VALYU_API_KEY=your-api-key ghcr.io/tiovikram/valyu-mcp-server

Configuration

Environment Variables

  • VALYU_API_KEY (required): Your Valyu API key

Configure for Claude.app

Add to your Claude settings:

Using Docker
"mcpServers": {
  "valyu": {
    "command": "docker",
    "args": ["run", "--pull", "--rm", "-i", "-e", "VALYU_API_KEY", "ghcr.io/tiovikram/valyu-mcp-server"],
    "env": {
      "VALYU_API_KEY": "<your-valyu-api-key>"
    }
  }
}

Example Interactions

  1. Knowledge search:
{
  "name": "knowledge",
  "arguments": {
    "query": "What is quantum computing?",
    "search_type": "all",
    "max_price": 0.5,
    "data_sources": ["valyu/valyu-arxiv", "valyu/valyu-wikipedia"],
    "max_num_results": 5
  }
}
  1. Submit feedback:
{
  "name": "feedback",
  "arguments": {
    "tx_id": "12345abcdef",
    "feedback": "The information was very helpful and accurate.",
    "sentiment": "very good"
  }
}

Debugging

You can use the MCP inspector to debug the server:

npx @modelcontextprotocol/inspector node dist/index.js

Examples of Questions for Claude

  1. "Can you search for information about artificial intelligence in medicine?"
  2. "I'd like to learn about sustainable energy solutions. Can you search for that?"
  3. "Please help me submit feedback for my transaction with ID TX123456."
  4. "Find me the latest research on climate change adaptation strategies."
help

运行方式说明

cloud

托管运行

托管运行通常表示这个 MCP Server 由服务方环境承载,用户一般按页面提供的连接方式或授权流程接入,不需要在本地长期启动一个 MCP 进程

  1. 打开服务方连接页
  2. 完成授权或复制端点
  3. 在 MCP 客户端中连接
terminal

本地运行 / 其它方式

本地运行通常需要用户在自己的电脑或服务器上安装依赖,把 server_config 复制到 MCP 客户端,并按 env_schema 补齐环境变量、密钥或其它配置

  1. 复制 server_config
  2. 安装所需依赖
  3. 补齐环境变量后重启客户端