MCPlato

The Desktop AI Engine for Local-First AI Workflows

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Think Together, Think Beyond.
Local-first by design. With your permission, AI works with your files, your tools, your way.

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Desktop AI Engine · Local-First AI · AI Partner · Autonomous Agent · ClawMode · Scheduled Tasks · MCP Native · Skills · Browser Automation · Document AI · macOS · Windows

What is MCPlato?

MCPlato is an AI Partner for your desktop: a local-first AI workspace that helps read, write, execute, automate, and iterate across files, tools, documents, browsers, and long-running workflows.

Instead of treating AI as a floating chatbot, MCPlato turns work contexts into AI Partner workspaces. Each partner can help with a specific project, remember context, ask before taking action, and continue long-running work while you focus elsewhere.

Why teams use MCPlato

• Local-first control — work with files and tools on your own computer, with explicit permission boundaries.
• AI Partner workspaces — keep dedicated partners for projects, reports, research, operations, or personal productivity.
• Autonomous workflows — schedule recurring AI tasks for reports, reviews, cleanup, monitoring, and follow-up.
• ClawMode access — reach your AI partner from supported messaging channels and let it continue background work.
• Skills and MCP tools — extend MCPlato with reusable capabilities for documents, spreadsheets, PDFs, browser automation, image workflows, and external services.
• Parallel productivity — run multiple AI conversations and workflows without blocking your main task.

Model & integration ecosystem

Powered by leading AI models

Connects to your favorite tools

Messaging channels for ClawMode

Core capabilities

| Capability | What it helps with | | --- | --- | | AI Partner workspaces | Persistent, named work contexts for projects and teams | | Local-first execution | Read files, run tools, and create outputs under user control | | ClawMode | Scheduled/background AI work and channel-based collaboration | | Skills | Reusable workflows for productivity, documents, media, and custom tasks | | MCP native | Connect to thousands of MCP-compatible tools and services | | Browser automation | Browse pages, click buttons, fill forms, capture screenshots, and extract content | | Document AI | Work with PDFs, Word documents, spreadsheets, images, and structured reports | | Multi-window / parallel work | Let multiple partners work independently across tasks and screens |

Use cases

• Developers — review code, summarize repositories, draft release notes, write documentation, and automate repetitive project checks.
• Knowledge workers — read PDFs, compare sources, produce research briefs, summarize meetings, and turn scattered files into structured outputs.
• Teams — prepare weekly updates, process shared documents, coordinate follow-ups, and keep context across multi-day projects.
• Creators and operators — draft content, generate visuals, organize files, analyze spreadsheets, and build repeatable office workflows.

From the MCPlato blog

Explore practical comparisons and workflow guides from the official MCPlato blog.

| Topic | Guide | | --- | --- | | Agent comparison | Pi, Hermes, Codex, Claude Code, and MCPlato: Which Agent Fits Your Work? | | AI workspace categories | AI Workspace Is Splitting Into Three Categories | | Agent control patterns | How to Use General AI Agents Without Losing Control | | Production agent harness | Long-running AI Agent Harness: The Missing Piece for Production-Ready Agents | | Agent harness comparison | OpenClaw vs Claude Code vs Hermes vs MCPlato |

Getting started

Use the official product links:

• Visit the MCPlato website
• Download MCPlato for macOS or Windows
• Explore ClawMode
• Read the official changelog
• Read the MCPlato blog
• Check system status

FAQ

Where are release notes?

The official source of truth is the MCPlato changelog.

Where do I download MCPlato?

Use the official Download page.

Legal notice

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