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Valyu MCP Server

Valyu MCP Server

by valyuAI

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

Related MCP server: Rememberizer MCP Server

Configuration

Environment Variables

  • VALYU_API_KEY (required): Your Valyu API key

Configure for Claude.app

Add to your Claude settings:

"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."

Available Tools

2 tools
feedbackB

Submit user feedback and sentiment for a transaction.

Inputs: tx_id (required), feedback (required), sentiment (required).

knowledgeC

Search proprietary and/or web sources for information based on the supplied query.

Inputs: query (required), max_price (required), search_type (required), data_sources, +3 more.

Tool Schema Changelog

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

Loading tool schema changelog…

    TDQS

    B3/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have completely distinct purposes: one searches for information, the other submits feedback. There is no ambiguity or overlap between them.

    Naming Consistency4/5

    Both tools use a single noun as their name, which is consistent. However, they do not follow a verb-noun pattern, which might make the naming convention less predictable, but given the small set, it is clear and consistent.

    Tool Count3/5

    With only 2 tools, the server feels borderline thin. It is minimal but not unreasonable for a focused utility, though it does not reach the well-scoped typical range of 3-15 tools.

    Completeness3/5

    The knowledge tool only provides search, lacking retrieval or listing capabilities, and the feedback tool only submits without any query or management functions. These are notable missing operations for a server that aims to cover knowledge and feedback domains.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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