Toolio

by OoriData · Agent Tool · ★ 132

About Toolio

♪ Come along and ride on a fantastic voyage 🎵, with AI riding shotgun seat and a flatbed full of tools. Toolio is an OpenAI-like HTTP server API implementation which supports structured LLM response generation (e.g. make it conform to a JSON schema). It also implements tool calling by LLMs. Toolio is based on the MLX framework for Apple Silicon (e.g. M1/M2/M3/M4 Macs), so that's the only supported platform at present.

agenticaiapple-siliconclient-servergenaijson-schemallmllm-inferencemacmlx

Quick Facts

Stars132
Forks6
LanguagePython
CategoryAgent Tool
Quality Score69.1178006351357/100
Open Issues7
Last Updated2026-02-27
Created2024-06-20
Platformscli, python
Est. Tokens~78k

Compatible Skills

These tools work well together with Toolio for enhanced workflows:

  • vllm-mlx — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • hyperpocket — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • ToolRegistry — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • brain-mcp — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

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Frequently Asked Questions

What is Toolio?

Toolio is GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering. It is categorized as a Agent Tool with 132 GitHub stars.

What programming language is Toolio written in?

Toolio is primarily written in Python. It covers topics such as agentic, ai, apple-silicon.

How do I install or use Toolio?

You can find installation instructions and usage details in the Toolio GitHub repository at github.com/OoriData/Toolio. The project has 132 stars and 6 forks, indicating an active community.

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