Server data from the Official MCP Registry
Traces which neurons and attention heads drive a language model's output via MCP tools.
About
Traces which neurons and attention heads drive a language model's output via MCP tools.
Security Report
NeuronScope is a well-structured MCP server for neural network interpretability analysis built on TransformerLens. The codebase demonstrates good security practices with proper input validation, error handling, and no evidence of credential mishandling or malicious patterns. Permissions align well with the server's purpose (model loading and tensor operations), though the acknowledged lack of resource limits on model loading and forward passes is a documented design trade-off that users should be aware of. Supply chain analysis found 6 known vulnerabilities in dependencies (1 critical, 0 high severity). Package verification found 1 issue.
5 files analyzed · 11 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-rudrendupaul-neuronscope": {
"args": [
"neuronscope-cli"
],
"command": "uvx"
}
}
}Reviews
No reviews yet
Be the first to review this server!
More Developer Tools MCP Servers
Git
Freeby Modelcontextprotocol · Developer Tools
Read, search, and manipulate Git repositories programmatically
Fetch
Freeby Modelcontextprotocol · Developer Tools
Web content fetching and conversion for efficient LLM usage
Paperclip
Freeby Paperclipai · Developer Tools
Trending hip-hop artist momentum scores across four cultural dimensions.
Toleno
Freeby Toleno · Developer Tools
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
mcp-creator-python
Freeby mcp-marketplace · Developer Tools
Create, build, and publish Python MCP servers to PyPI — conversationally.
MCP Marketplace
Freeby mcp-marketplace · Developer Tools
Search and install MCP servers from inside your AI client.