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Claude Desktop Algorithm Finder algorithm_lookup

How to: Claude Desktop Algorithm Finder algorithm_lookup

client:Claude Desktop transport:streamable-http tool:algorithm_lookup

Add Algorithm Finder to Claude Desktop

  1. 01

    Open ~/Library/Application Support/Claude/claude_desktop_config.json and merge this in. Keep any servers already there.

{
  "mcpServers": {
    "algorithm-finder": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://gateway.pipeworx.io/algorithm-finder/mcp"
      ]
    }
  }
}
  1. 02

    Save the file and restart Claude Desktop.

  2. 03

    Ask for something algorithm_lookup does. Claude Desktop lists the server's tools on connect and calls algorithm_lookup itself — you do not invoke it by name.

  3. 04

    If nothing happens, check the server is running and that Algorithm Finder's identifier in your config matches the one above exactly.

Claude Desktop has no remote transport in its config file, so this bridges through mcp-remote. Restart the app after saving. Claude Desktop docs

Set these first

Algorithm Finder will not start until these are set, so algorithm_lookup never becomes available.

  • PIPEWORX_API_KEY

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 5 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.