Profine
Profine profiles your PyTorch training code on real GPUs, transparently rewrites it with deterministic optimizations (torch.compile, SDPA, fused AdamW, bf16 autocast, TF32), and hands back measured, reviewable speedups before the multi-hour run.
https://profine.ai/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://www.profine.ai/docs/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 18, 2026 · www.profine.ai
3tools discovered
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Query Docs Filesystem Profine
Run a read-only shell-like query against a virtualized, in-memory filesystem rooted at `/` that contains ONLY the Profi…
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Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsProfine profiles your PyTorch training code on real GPUs, transparently rewrites it with deterministic optimizations (torch.compile, SDPA, fused AdamW, bf16 autocast, TF32), and hands back measured, reviewable speedups before the multi-hour run.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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MCPBundles probed 3 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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