







mcp tools for llm metacogntition
ARahim3/mlx-tune
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
ARahim3/mlx-tune
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
inanna-malick/popup-mcp
Contribute to inanna-malick/popup-mcp development by creating an account on GitHub.
The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities (Version 1.0)
Writing Test Evals For Our MCP Server - Neon Blog
When we launched our MCP server, we knew it’d be important for it to have tests, just like any other piece of software. Since our MCP server has over 20 tools, it’s important for us to know that LLMs can pick the right tool for the job. So, this was the main aspect we wanted […]

Run LLMs locally on your Mac · mlx-optiq
Quantize, fine-tune and serve LLMs locally on Apple Silicon. MLX-native, no PyTorch, no cloud. On PyPI.

Code Mode: the better way to use MCP
It turns out we've all been using MCP wrong. Most agents today use MCP by exposing the "tools" directly to the LLM. We tried something different: Convert the MCP tools into a TypeScript API, and then ask an LLM to write code that calls that API. The results are striking.

Mceal Wax Seal Stamp, Large Seal 1 1/5"(30mm) Dia, Silver Brass Head with Wooden Handle, Regal Letter A to Z Series (Letter S)
Removable Silver Brass Head Seal Seal Diameter:1.2inches/30mm Rosewood Handle 1)Drop appropriate amount of wax on the surface/item ready to seal. 2)Gently stir the wax with the non-wicked side of your wax stick to remove the air bubbles and make the size of your seal. We suggest you make ...


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