Ask a language model "why did you say that" and get back the actual attention heads and neurons responsible, as JSON, from the command line or from an agent over MCP.
neuronscope is an MCP project maintained in the rudrendupaul/neuronscope repository. The maintainer describes its purpose as “Ask a language model "why did you say that" and get back the actual attention heads and neurons responsible, as JSON, from the command line…”. Read the project documentation for the complete scope.
The documented pypi package is neuronscope-cli. 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": {
"neuronscope": {
"command": "uvx",
"args": [
"--from",
"neuronscope-cli",
"neuronscope-mcp"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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