About io.github.neurarch-ai/neurarch-mcp
io.github.neurarch-ai/neurarch-mcp is an MCP server published by neurarch-ai in the AI category: reads your PyTorch .py or Neurarch graph so agents can inspect, lint and cost the model.
The repository has 1 stars and 1 forks, with the last commit yesterday. Recent commit activity is the strongest signal that reported issues will get attention.
Install
Claude Code
claude mcp add io-github-neurarch-ai-neurarch-mcp -- npx -y neurarch-mcpnpx
npx -y neurarch-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (2)
history**What this exact structure scored the last time it trained inside your organisation**: metric, epochs, wall time, cost, newest first, at most 20. Keyed by the graph's 8-character structural fingerprint, so it answers about the shape rather than the file and two people who arrived at the same architecture see the same runs. Pass `model_path`, or a `fingerprint` straight from a plan result.
Parameters not published.
plan**Will it run, what will it cost, which GPUs does it fit, which of your repository's own rules does it break, what changed against a base design, and what happened last time this structure trained here.** `text` comes back verbatim. Policy lines are read from the repository's `.neurarch.yml` (the same file the CI bot reads, merged the same way) unless you pass `policy`; `base_path` adds a diff. `NEURARCH_API_KEY` is optional and adds the history line. `share` is pinned to false: an agent cannot publish your design.
Parameters not published.
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