Koskamo

Neurarch MCP

Neurarch MCP provides tools for pre-checking model changes before GPU execution. It analyzes model structure, estimates peak memory and costs, validates parallel layouts, and checks serving configurations. It supports inputs from Python source files, JSON graphs, or runtime traces, offering offline analysis without requiring API keys or weight downloads.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Neurarch MCP logo, by NeurarchCommunity listingLocal stdioSource reviewed; not executedPublished by Neurarch
Vendor documentation

What you can do with it

  • Estimate peak training memory and cost for a model batch
  • Validate if a parallel layout (TP/PP/DP) is legal and balanced
  • Check if a serving configuration is legal for the model
  • Diagnose out-of-memory errors and suggest fixes

Source and maintenance

Community listingRegistry 0.21.0
mcp-registry: io.github.neurarch-ai/neurarch-mcp@0.21.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

neurarch-mcp 0.21.0

npm
neurarch-mcp package definition
{
  "version": "0.21.0",
  "transport": "stdio",
  "identifier": "neurarch-mcp",
  "registryType": "npm",
  "packageArguments": [
    {
      "type": "positional",
      "valueHint": "model_path",
      "isRequired": true,
      "description": "Path to a PyTorch .py file or .neurarch.json graph, or zoo:<id> for a bundled reference architecture (examples/ in the repo)"
    },
    {
      "name": "--watch",
      "type": "named",
      "description": "Reload the model file when the Neurarch app saves it"
    },
    {
      "name": "--write",
      "type": "named",
      "description": "Expose the six mutation tools (off by default)"
    },
    {
      "name": "--hf",
      "type": "named",
      "description": "Allow hf:<org/name> refs and load_hf_model (reads config files from huggingface.co)"
    },
    {
      "name": "--tools=core",
      "type": "named",
      "description": "Advertise the core tools only; all stay callable"
    }
  ]
}

Tools

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No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "neurarch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "neurarch-mcp@0.21.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "neurarch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "neurarch-mcp@0.21.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "neurarch-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "neurarch-mcp@0.21.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "neurarch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "neurarch-mcp@0.21.0"
      ]
    }
  }
}

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