Products

MachinaOS

AI-nativeMCPSkill

Turn Repo Work Into Governed AI Workflows

machinaos.ai AI Models & Agents / Agent Builders & Platforms

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$49/mo
Higher than 70% of peersNiche median $25/mo
Creators
davide serra
GitHub @ai-radar-it
Launched
6mo ago
2026-05-07 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events3 marketing moves

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Uneed (#11)Launch

    MachinaOS — Local-first orchestration layer

    May 21 · 6mo agoLaunch page

  • Launched on Fazier (31 upvotes · 8 comments)Launch

    MachinaOS — Intent-native runtime for governed AI agent workflows

    May 16 · 6mo agoLaunch page

  • Launched on Product HuntLaunch

    An Agent-(Intent-Driven Operating System Layer)-Orchestrator

    May 7 · 6mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Fazier
2026-05-16Source
What engineers like:
It&nbsp;exists&nbsp;in&nbsp;2&nbsp;forms:&nbsp;- Desktop&nbsp;Shell:&nbsp;Tauri&nbsp;2&nbsp;integration&nbsp;with&nbsp;Rust&nbsp;backend&nbsp;lifecycle&nbsp;manager,&nbsp;system&nbsp;tray,&nbsp;auto-updater,&nbsp;embedded&nbsp;Python&nbsp;distribution.&nbsp;or&nbsp;Web&nbsp;App&nbsp;in&nbsp;Python.&nbsp; In&nbsp;a&nbsp;nutshell:&nbsp;**Architectural&nbsp;Vision**&nbsp;|&nbsp;Exceptionally&nbsp;clear.&nbsp;The&nbsp;3-stage&nbsp;progression&nbsp;(Core&nbsp;→&nbsp;Shell&nbsp;→&nbsp;OS&nbsp;Layer)&nbsp;is&nbsp;pragmatic&nbsp;and&nbsp;well-motivated. &nbsp;|Engineering&nbsp;Principles&nbsp;"No&nbsp;fake&nbsp;magic,"&nbsp;"Explicit&nbsp;tool&nbsp;boundaries,"&nbsp;"Deterministic&nbsp;logs,"&nbsp;"Reversibility"&nbsp;—&nbsp;these&nbsp;are&nbsp;rare&nbsp;and&nbsp;wise&nbsp;constraints. &nbsp;|&nbsp;|&nbsp;Separation&nbsp;of&nbsp;Concerns&nbsp;|Excellent.&nbsp;Planner/executor&nbsp;separation,&nbsp;contract-enum&nbsp;isolation,&nbsp;guard-validated&nbsp;state&nbsp;machines,&nbsp;event-driven&nbsp;architecture. &nbsp;|&nbsp;|&nbsp;**Safety&nbsp;Architecture**&nbsp;|&nbsp;Risk-level&nbsp;gating,&nbsp;capability-based&nbsp;permissions,&nbsp;approval&nbsp;flows,&nbsp;rollback&nbsp;coordinator,&nbsp;AES-256-GCM&nbsp;encryption,&nbsp;credential&nbsp;scrubbing,&nbsp;audit&nbsp;log&nbsp;with&nbsp;hash&nbsp;chains.&nbsp; |&nbsp;|&nbsp;**Testing&nbsp;Rigor**&nbsp;|&nbsp;2,221&nbsp;tests&nbsp;covering&nbsp;state&nbsp;transitions,&nbsp;approval&nbsp;flows,&nbsp;runtime&nbsp;contracts,&nbsp;multi-agent&nbsp;coordination,&nbsp;consensus,&nbsp;health,&nbsp;etc.&nbsp;This&nbsp;is&nbsp;extraordinary.&nbsp;|&nbsp;|&nbsp;**Documentation**&nbsp;|&nbsp;Plenty&nbsp;of&nbsp;documentation&nbsp;available&nbsp;+&nbsp;a&nbsp;wiki&nbsp;at&nbsp;https://llmwiki.app/wikis/machina-intelligence?p=1&nbsp;| &nbsp;**Multi-Agent&nbsp;System**&nbsp;|&nbsp;Comprehensive:&nbsp;agent&nbsp;definitions,&nbsp;pools,&nbsp;bus,&nbsp;health&nbsp;monitoring,&nbsp;reputation,&nbsp;capability&nbsp;learning,&nbsp;negotiations,&nbsp;handoffs,&nbsp;consensus,&nbsp;pipeline&nbsp;orchestration,&nbsp;broadcast&nbsp;queries,&nbsp;collaboration&nbsp;sessions.&nbsp;This&nbsp;is&nbsp;near-production-grade. &nbsp;|&nbsp;|&nbsp;**Security&nbsp;Subsystem**&nbsp;|&nbsp;Impressive&nbsp;depth:&nbsp;AES-256-GCM&nbsp;encrypted&nbsp;vault,&nbsp;SOC&nbsp;2&nbsp;audit&nbsp;log&nbsp;with&nbsp;tamper-proof&nbsp;hash&nbsp;chains,&nbsp;14-pattern&nbsp;vulnerability&nbsp;scanner,&nbsp;credential&nbsp;scrubber&nbsp;with&nbsp;20+&nbsp;regex&nbsp;patterns. &nbsp;|&nbsp;|&nbsp;**UI&nbsp;Completeness**&nbsp;|&nbsp;15&nbsp;views,&nbsp;glassmorphic&nbsp;design,&nbsp;keyboard&nbsp;UX,&nbsp;command&nbsp;palette,&nbsp;SSE&nbsp;streaming,&nbsp;WebSocket&nbsp;live&nbsp;events,&nbsp;notification&nbsp;system,&nbsp;guided&nbsp;tour,&nbsp;demo&nbsp;mode&nbsp;—&nbsp;significantly&nbsp;more&nbsp;than&nbsp;most&nbsp;agent&nbsp;projects. &nbsp;|&nbsp;|&nbsp;**Desktop&nbsp;Shell**&nbsp;|&nbsp;Tauri&nbsp;2&nbsp;integration&nbsp;with&nbsp;Rust&nbsp;backend&nbsp;lifecycle&nbsp;manager,&nbsp;system&nbsp;tray,&nbsp;auto-updater,&nbsp;embedded&nbsp;Python&nbsp;distribution.&nbsp;This&nbsp;is&nbsp;a&nbsp;serious&nbsp;attempt&nbsp;at&nbsp;real&nbsp;desktop&nbsp;deployment.&nbsp;|
Best suited for:
MachinaOS &nbsp;provides&nbsp;a&nbsp;local-first&nbsp;orchestration&nbsp;layer&nbsp;that&nbsp;converts&nbsp;natural&nbsp;language&nbsp;goals&nbsp;into&nbsp;validated,&nbsp;policy-checked&nbsp;plans&nbsp;across&nbsp;web&nbsp;and&nbsp;desktop&nbsp;environments.&nbsp;It&nbsp;utilizes&nbsp;a&nbsp;three-stage&nbsp;runtime&nbsp;to&nbsp;manage&nbsp;intent-driven&nbsp;execution&nbsp;with&nbsp;built-in&nbsp;security&nbsp;auditing&nbsp;and&nbsp;tool&nbsp;integration: Native&nbsp;security&nbsp;with&nbsp;AES-256-GCM&nbsp;encryption&nbsp;and&nbsp;SOC&nbsp;2&nbsp;style&nbsp;audit&nbsp;logs&nbsp;using&nbsp;tamper-proof&nbsp;hash&nbsp;chains. Comprehensive&nbsp;testing&nbsp;with&nbsp;over&nbsp;2,200&nbsp;tests&nbsp;covering&nbsp;state&nbsp;transitions&nbsp;and&nbsp;multi-agent&nbsp;coordination. Flexible&nbsp;deployment&nbsp;via&nbsp;Tauri&nbsp;2&nbsp;desktop&nbsp;shell&nbsp;with&nbsp;embedded&nbsp;Python&nbsp;or&nbsp;a&nbsp;standard&nbsp;web&nbsp;application. Deterministic&nbsp;execution&nbsp;model&nbsp;featuring&nbsp;risk-level&nbsp;gating&nbsp;and&nbsp;capability-based&nbsp;permissions. Ideal&nbsp;for:&nbsp;AI&nbsp;Engineers&nbsp;and&nbsp;IT&nbsp;Leaders&nbsp;who&nbsp;require&nbsp;a&nbsp;secure,&nbsp;local-first&nbsp;runtime&nbsp;for&nbsp;deploying&nbsp;governed&nbsp;multi-agent&nbsp;workflows&nbsp;with&nbsp;explicit&nbsp;tool&nbsp;boundaries.

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

MCP ServerAgent Skill
Ecosystem & integrations:
OllamaLM StudioOpenAIAnthropic ClaudeGoogle GeminiOpenRouterGitHubSQLiteClaude DesktopCursor
Exposed tool capabilities:
Software Development AgentsCybersecurity AgentsReview codeAudit securityOnboard into unfamiliar repositoriesBuild repeatable agent workflows
Browse all MCP Server products →

Traffic sources

Oct 2026

Traffic breakdown

Channels

No data yet

Countries

No data yet

Search

Domain authority —Domain registered 2026-03-17

KeywordMonthly volume
machinaos90

Traffic data: Vaneform

Pricing

Free
$0
Single local runtime
Intelligence
$49
Enterprise
Custom

Trial: None · Enterprise custom tier · Observed 2026-11-07 · Pricing page

Entry price $49/mo, Higher than 70% of peers; “Agent Builders & Platforms” median is $25/mo.View pricing benchmark

Pages & changes

Tracked since 2026-05-07

Key pages

Weekly snapshots
machinaos.ai/ Snapshot 2026-11-07

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does MachinaOS cost?
Free: $0; Intelligence: $49; Enterprise: Custom. Observed 2026-11-07. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does MachinaOS get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is MachinaOS and what platforms does it support?
MachinaOS is catalogued under Agent Builders & Platforms: Turn Repo Work Into Governed AI Workflows. Supported platforms: MCP Server.

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