How do I install the x algorithm toolkit mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

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X Algorithm Toolkit MCP Server

This toolkit reverse-engineers X's recommendation algorithm from the [open-source codebase](https://github.com/twitter/the-algorithm) and gives you:

Local serverstdioTypeScript

What is the X Algorithm Toolkit MCP Server?

This toolkit reverse-engineers X's recommendation algorithm from the open-source codebase and gives you:

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How to install the X Algorithm Toolkit MCP Server

{
  "mcpServers": {
    "x-algorithm-toolkit": {
      "command": "npx",
      "args": ["-y", "npm"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

“Use X Algorithm Toolkit to Niche.”
“Use X Algorithm Toolkit to Frontend.”
“Use X Algorithm Toolkit to Animations.”

Frequently asked questions

This toolkit reverse-engineers X's recommendation algorithm from the [open-source codebase](https://github.com/twitter/the-algorithm) and gives you: Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.