PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
169,358

Apps indexed

 

Freshness
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Last update

 

Cadence
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7-day average

Indexed today: 1,277

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Toolio—Structured outputs, schema-controlled

oori.dev·Infrastructure

Toolio is an open-source HTTP server API designed for Apple Silicon Macs, enabling developers to generate structured LLM responses and perform tool-calling. It supports schema validation and local LLM inference, making it ideal for developers seeking OpenAI-like capabilities on their own hardware.

Open SourceOpen Source
WebmacOSAPISelf-hosted
T
Toolio—Structured outputs, schema-controlled preview
Visit oori.dev↗

Overview

5 features

Toolio—Structured outputs, schema-controlled is a Frameworks & SDKs product. Allowing developers to run LLMs locally on Mac with structured, schema-controlled outputs and tool-calling capabilities. It is built as an open-source project for AI developers and researchers using Mac. Toolio—Structured outputs, schema-controlled is open source under the Open Source license. Toolio—Structured outputs, schema-controlled is available on the web, macOS, and API, and it can be self-hosted.

OoriData builds and maintains Toolio—Structured outputs, schema-controlled, and the product first shipped in 2024. PulseGate's similarity index finds few close equivalents — Toolio—Structured outputs, schema-controlled occupies a relatively distinct niche. Key capabilities include structured outputs, schema validation, and tool calling. It exposes integrations via a public API.

  • ✓Structured outputs
  • ✓Schema validation
  • ✓Tool calling
  • ✓Local LLM support
  • ✓OpenAI-compatible API

Tags

structured-llm-outputtool-callingopenai-compatible-apilocal-llm

AI capabilities

TextStructuredInference: Local

Built with & integrations

Framework
fastapi
Connectors
API
Runs on
BrowsermacOSAPI-onlySelf-hosted

Trust & compliance

LicenseOpen Source
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub

Recent events

Latest indexed changes and source events

  1. IndexedJun 29, 11:19 PM

    OoriData/Toolio discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Toolio—Structured outputs, schema-controlled

What does Toolio—Structured outputs, schema-controlled do?
Allowing developers to run LLMs locally on Mac with structured, schema-controlled outputs and tool-calling capabilities. It is catalogued under Frameworks & SDKs on PulseGate.
Who is Toolio—Structured outputs, schema-controlled for?
Toolio—Structured outputs, schema-controlled is an open-source project built for AI developers and researchers using Mac.
Is Toolio—Structured outputs, schema-controlled free?
Yes — Toolio—Structured outputs, schema-controlled is open source under the Open Source license and free to use.
What platforms does Toolio—Structured outputs, schema-controlled run on?
Toolio—Structured outputs, schema-controlled runs on the web, macOS, and API. It can also be self-hosted.
Is Toolio—Structured outputs, schema-controlled still maintained?
PulseGate's automated liveness checks currently classify Toolio—Structured outputs, schema-controlled as active.
What are alternatives to Toolio—Structured outputs, schema-controlled?
Similar tools tracked by PulseGate include ToolMaker, lx-tooling, and toolmux.ToolMakerlx-toolingtoolmux
Who makes Toolio—Structured outputs, schema-controlled?
Toolio—Structured outputs, schema-controlled is developed by OoriData.
When did Toolio—Structured outputs, schema-controlled launch?
Toolio—Structured outputs, schema-controlled first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes (GitHub)
License
Open Source
First seen
May 19, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
AI developers and researchers using Mac
Model
Open source
Solves
Allowing developers to run LLMs locally on Mac with structured, schema-controlled outputs and tool-calling capabilities.

Developer

OoriData
↗ GitHub

Open source

View on GitHub →

PulseGate index

Confidence
Medium · 73
Indexed
Jun 29, 2026
Lifecycle
Alive
Activity
Active
First seen
May 2024
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqzubljx0cc9essl0kb6ng9g
Slug
ooridata-toolio-oori-dev
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 29, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 10, 2026
Canonical URL
https://oori.dev/Toolio

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