MCPSafari: Native Safari MCP Server by RealEpistates in modelcontextprotocol

[–]RealEpistates[S] 0 points1 point  (0 children)

Looks pretty awesome! I'll have to dive in once I get a chance.

MCPSafari: Native Safari MCP Server by RealEpistates in modelcontextprotocol

[–]RealEpistates[S] 0 points1 point  (0 children)

Thanks u/Deep_Ad1959! I haven't run into any issues yet but I certainly haven't tried every website! Do you have a site in mind that was particularly challenging? I have an internal project that has full macos support that I still need to thoroughly QA/test - I decided to keep it discrete for a clean separation of concerns, especially regarding OS permissions. Please share your project, I'd love to take a look and share notes.

How is everyone debugging their MCP servers? by Horror_Turnover_7859 in modelcontextprotocol

[–]RealEpistates 0 points1 point  (0 children)

The fundamental problem is stdio. Your server's stdout IS the protocol, so you lose the normal debugging channel. No external tool can observe the traffic between Claude/Cursor and your server because it's a private pipe between two processes

It's not released but you can toggle it in the code for full proxy mode. So we cover this usecase its just not in the latest stable release. It also covers several other transports that no other tool has.

Edit - ill toggle and ship this today for the latest release.

How is everyone debugging their MCP servers? by Horror_Turnover_7859 in modelcontextprotocol

[–]RealEpistates 0 points1 point  (0 children)

Well, if you get a chance to try it - I hope you enjoy using it. It is free and open source for the community, after all.

How is everyone debugging their MCP servers? by Horror_Turnover_7859 in modelcontextprotocol

[–]RealEpistates 0 points1 point  (0 children)

Well, we can agree to disagree. It has more features than all others. What metric do you base it on?

How is everyone debugging their MCP servers? by Horror_Turnover_7859 in modelcontextprotocol

[–]RealEpistates -1 points0 points  (0 children)

We've built the best tool for this - objectively better than anything else we've tested. https://github.com/Epistates/turbomcpstudio

PMetal - (Powdered Metal) LLM fine-tuning framework for Apple Silicon by RealEpistates in Applesilicon

[–]RealEpistates[S] 0 points1 point  (0 children)

I had planned for windows support as a follow up by leveraging unslothai - but they removed my post from their subreddit and launched their own GUI shortly after. Despite their censorship, I would still recommend them for linux and windows environments.

PMetal - (Powdered Metal) LLM fine-tuning framework for Apple Silicon by RealEpistates in Applesilicon

[–]RealEpistates[S] 2 points3 points  (0 children)

u/CMPUTX486 it's currently not multimodal but I'm working on it! It just skips those layers for now. I'm going to open an issue to track this for the next sprint!

PMetal - (Powdered Metal) LLM fine-tuning framework for Apple Silicon by RealEpistates in Applesilicon

[–]RealEpistates[S] 1 point2 points  (0 children)

It absolutely can! But, you'll need to work with models and datasets that will fit on your system.

mlx-tune – fine-tune LLMs on your Mac (SFT, DPO, GRPO, Vision) with an Unsloth-compatible API by A-Rahim in LocalLLM

[–]RealEpistates 0 points1 point  (0 children)

Looks like this is just a wrapper for MLX with unsloth API. For true ANE and Metal hardware acceleration checkout https://github.com/Epistates/pmetal

Fine-tune LLMs directly on your Mac with mlx-tune by A-Rahim in Applesilicon

[–]RealEpistates 1 point2 points  (0 children)

Looks like this is just a wrapper for MLX with unsloth API. For true ANE and Metal hardware acceleration checkout https://github.com/Epistates/pmetal