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valyu-mcp-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

Runtime guide

cloud

Hosted runtime

Hosted servers run from a provider-managed environment. You usually connect the MCP client to the hosted endpoint or follow the provider's authorization flow, without keeping a local process alive

  1. Open provider connection page
  2. Authorize or copy endpoint
  3. Connect from your MCP client
terminal

Local runtime / other methods

Local servers run on your own machine or infrastructure. You normally copy the server_config into your MCP client, install the required package, and provide env variables from env_schema when needed

  1. Copy server_config
  2. Install required package
  3. Fill env variables and restart client