MCP Tools DirectoryAbout this integration
Reads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.
- Transport
- stdio
- Authentication
- none
- Initial setup
- none
- Runtime
- unattended
- Evidence
- documented
- Version
- 0.14.0
- Package
- neurarch-mcp
- Last compatibility test
- Not independently tested
Connect your agent
neurarch-mcpPublisher documentation reviewed; package and model files not executed. Most tools run locally without credentials; optional plan/history service calls have separate network and key behavior.
Capabilities: Parse neural-network graphs, Lint architecture designs, Estimate readiness and deployment cost
Connected profiles
Additional details
io.github.neurarch-ai/neurarch-mcp
Source ↗ · Checked 2026-09-170.14.0
Source ↗ · Checked 2026-09-17CC0-1.0; package licenses are separate
Source ↗ · Checked 2026-09-17npm
Source ↗ · Checked 2026-09-17neurarch-mcp
Source ↗ · Checked 2026-09-190.16.0
Source ↗ · Checked 2026-09-19Your coding agent reads your model as source text, so it guesses at shapes, parameter counts, and what an edit breaks. `neurarch-mcp` hands it the structured graph instead, plus the verifier: **the design rules, the full readiness / cost / deployment verdict, and which of several candidate designs is worth the GPU time.** Trace the model to get real shapes, or point it at a saved graph, a PyTorch `.py`, or a Hugging Face repo. Every tool but two runs on your machine, offline, with no API key and
Source ↗ · Checked 2026-09-19Your coding agent reads your model as source text, so it guesses at shapes, parameter counts, and what an edit breaks. `neurarch-mcp` hands it the structured graph instead, plus the verifier: **the design rules, the full readiness / cost / deployment verdict, and which of several candidate designs is worth the GPU time.** Trace the model to get real shapes, or point it at a saved graph, a PyTorch `.py`, or a Hugging Face repo. Every tool but two runs on your machine, offline, with no API key and
Source ↗ · Checked 2026-09-19claude mcp add neurarch -- npx -y neurarch-mcp /abs/path/to/model.py
Source ↗ · Checked 2026-09-19Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.
Source ↗ · Checked 2026-09-19