Score, optimize, and generate tweets using the actual signal weights from X's open-source recommendation algorithm.
x-algorithm-toolkit is an MCP project maintained in the mrchartist/x-algorithm-toolkit repository. The maintainer describes its purpose as “Score, optimize, and generate tweets using the actual signal weights from X's open-source recommendation algorithm”. Read the project documentation for the complete scope.
The documented npm package is x-algorithm-mcp. The configuration below comes from the maintainer’s example; adapt its paths and account values to your environment.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
{
"mcpServers": {
"x-algorithm": {
"command": "npx",
"args": [
"-y",
"x-algorithm-mcp"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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