NeuronScope MCP Server

Item: NeuronScope MCP Server
Rating: 73
Author: M8ven

MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.

→ RudrenduPaul/NeuronScope · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

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// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/rudrendupaul-neuronscope-14utmo)](https://m8ven.ai/mcp/rudrendupaul-neuronscope-14utmo)

commit: 6b1796a6a3bbf305abb19a18b9bc6ea4b5f47cc5

code hash: 7055dfc70bc40852f02eae0210635600bb6fbca2556ee57675318712ed4ecf70

verified: 7/21/2026, 8:36:13 AM

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