Toolio — Agent Tool by OoriData

by OoriData · Agent Tool · ★ 132

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About Toolio

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

agenticaiapple-siliconclient-servergenaijson-schemallmllm-inferencemacmlx

Quick Facts

Stars132
Forks6
LanguagePython
CategoryAgent Tool
Quality Score39.2/100
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%)

Toolio alternative? Top 6 similar tools

Looking for a Toolio alternative? If you're comparing Toolio with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    👩🏻‍🍳 A collection of example notebooks using Haystack

  • deep-seek by dzhng · ⭐ 510

    LLM powered retrieval engine designed to process a ton of sources to collect a comprehensive list of entities.

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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.

What are the best alternatives to Toolio?

The top alternatives to Toolio on Agent Skills Hub include agent-builder, mcp-server, sdk-typescript. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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