62
grade C
3 days ago
mcp_so

Forge - GPU Kernel Optimization

Turn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile.

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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
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
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// 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.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/rightnow-ai-forge-mcp-server-1d6rxv)](https://m8ven.ai/mcp/rightnow-ai-forge-mcp-server-1d6rxv)
commit: ee1c96d41da3209b72827a78f02707876eba1959
code hash: bca1d135e392e8392175fe3e348b531dfb5ea94535e28610861bf8c13bd7add9
verified: 4/18/2026, 6:09:23 PM
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