Ext Ops Panel
Open dashboard

io.github.gaozhao1989/pyjab-mcp

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

MCP server · by gaozhao1989

About

io.github.gaozhao1989/pyjab-mcp is an MCP server published by gaozhao1989. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-12. As of our marketplace pass on 2026-10-14.

What it asks for

  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

PyPI pyjab-mcp (pyjab-mcp on PyPI)

  • PyPI downloads/week: 789 (2026-10-13)
  • PyPI downloads/month: 0 (2026-10-13)
  • Latest version on PyPI: 0.3.1, published 2026-10-12

No known vulnerabilities in OSV for 0.3.1 (checked 2026-10-13)

PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio pyjab-mcp -- uvx pyjab-mcp
Codex~/.codex/config.toml
[mcp_servers.pyjab-mcp]
command = "uvx"
args = ["pyjab-mcp"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "pyjab-mcp": {
      "command": "uvx",
      "args": [
        "pyjab-mcp"
      ]
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.3.1 Downloads/month (PyPI): 0
Downloads/week (PyPI): 789
Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Official MCP Registry: released version 0.3.1 (was 0.3.0)
  2. Official MCP Registry: released version 0.3.0 (was 0.2.1)

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • win-mind io.github.jhonpork1233-beep/win-mind

    See and drive any Windows app via the accessibility tree - no screenshots - plus 200+ native tools

    by jhonpork1233-beep · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Swing MCP

    Let AI drive Swing and JavaFX apps — see the UI, click, fill forms, read tables. No API needed.

    by crosstech-solutions-bv · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • can-see io.github.HurleySk/can-see

    Let AI agents see and interact with terminal/CLI apps via PNG screenshots

    by HurleySk · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • glovebox-mcp io.github.segentic-lab/glovebox-mcp

    Sandboxed computer-use for AI agents: drive real browser + desktop apps in nested X11 windows

    by segentic-lab · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mobile-agent-harness io.github.Aelindra/mobile-agent-harness

    Android device automation for AI agents: MCP server, CLI, and plugin runtime over adb.

    by Aelindra · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • wpf-visual-tree io.github.faze79/wpf-visual-tree

    Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input.

    by faze79 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • desktop-mcp io.github.jaimenbell/desktop-mcp

    Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.

    by jaimenbell · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • ascript-mcp io.github.ascript-cn/ascript-mcp

    Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.

    by ascript-cn · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • clawdcursor io.github.AmrDab/clawdcursor

    Safe cross-OS desktop control for any AI agent - the fallback execution layer.

    by AmrDab · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • fantoma io.github.Huzy85/fantoma

    Accessibility-tree browser for AI agents: read pages, log in, extract data, run tasks.

    by Huzy85 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • mdk-mcp-server io.github.SAP/mdk-mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    by SAP · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • Trabuco

    Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

    by arianlopezc · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • mcp-server io.github.cap-js/mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

    by cap-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • infiniteclaud

    Autonomous automation agent for Claude Code with 20 specialized MCP tools (Playwright web control, filesystem, macOS native via PyAutoGUI, AppleScript, shell), intelligent model…

    by Silvakazu-cell · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • firebase-mcp io.github.firebase/firebase-mcp

    Gives AI development tools Firebase-specific capabilities and expertise.

    by firebase · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official · Describes nearly the same job

  • mdk-mcp-server io.github.SAP/mdk-mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    by SAP · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • mcp-server io.github.cap-js/mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

    by cap-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • quarkus-agent

    MCP server for AI coding agents to create, manage, and interact with Quarkus applications. Provides tools for project scaffolding, dev mode lifecycle, extension skills, Dev MCP…

    by quarkusio · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • figma

    Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…

    by figma · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • gk-cli com.gitkraken/gk-cli

    The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

    by gitkraken.com · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • qt-development-skills

    Agentic engineering skills for Qt software development — Qt C++/QML code review, QML coding, and Qt C++/QML code documentation.

    by TheQtCompanyRnD · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes a similar job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Test Android Apps

    Test Android apps with emulator workflows for reproduction, screenshots, UI inspection, log capture, and performance profiling.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Build macOS Apps

    Build, run, test, debug, instrument, and implement local macOS apps using Xcode, SwiftUI, AppKit interop, unified logging, and shell-first desktop workflows.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Build iOS Apps

    Build iOS apps with workflows for App Intents, SwiftUI UI work, Simulator mirroring in the Codex in-app browser, performance profiling, leak investigation, and simulator debugging.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • clawdcursor io.github.AmrDab/clawdcursor

    Safe cross-OS desktop control for any AI agent - the fallback execution layer.

    by AmrDab · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Oh My Android

    AI agents see and drive the Android Emulator: screenshots, UI in dp, tap, dark mode, RTL, logcat.

    by ateymoori · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Computer Use Turbo

    Let any AI agent operate desktop apps on macOS, Windows and Linux, in the background and safely.

    by afaaq-io · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • touchdesigner-mcp-server io.github.8beeeaaat/touchdesigner-mcp-server

    MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

    by 8beeeaaat · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • desktop-act

    Computer-use MCP companion for /ops:desktop — screenshot, click, type, multi-desktop pool, autonomous act loop. Co-installed with the ops plugin.

    by Lifecycle Innovations Limited · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • kotlin-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • go-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • automate-this

    Record your screen doing a manual process, drop the video on your Desktop, and let Copilot CLI analyze it frame-by-frame to build working automation scripts. Supports narrated…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • typescript-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • java-mcp-development

    Build Model Context Protocol (MCP) servers in Java with the official MCP Java SDK 2.x. Includes a skill that generates a server project and an expert agent for guidance.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • code-apps-preview

    Build and deploy Power Apps code apps using React, Vite, and Power Platform connectors.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • CLI for Agents

    Patterns for designing CLIs that coding agents can run reliably: flags, help with examples, pipelines, errors, idempotency, dry-run.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • maven-tools-mcp io.github.arvindand/maven-tools-mcp

    JVM dependency intelligence for AI assistants via Maven Central

    by arvindand · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • mcp-server-browserbase io.github.browserbase/mcp-server-browserbase

    MCP server for AI web browser automation using Browserbase and Stagehand

    by browserbase · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • testkube-mcp io.github.kubeshop/testkube-mcp

    MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

    by kubeshop · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Dynatrace-mcp io.github.dynatrace-oss/Dynatrace-mcp

    [DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server.

    by dynatrace-oss · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • win-mind io.github.jhonpork1233-beep/win-mind

    See and drive any Windows app via the accessibility tree - no screenshots - plus 200+ native tools

    by jhonpork1233-beep · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Swing MCP

    Let AI drive Swing and JavaFX apps — see the UI, click, fill forms, read tables. No API needed.

    by crosstech-solutions-bv · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • can-see io.github.HurleySk/can-see

    Let AI agents see and interact with terminal/CLI apps via PNG screenshots

    by HurleySk · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • glovebox-mcp io.github.segentic-lab/glovebox-mcp

    Sandboxed computer-use for AI agents: drive real browser + desktop apps in nested X11 windows

    by segentic-lab · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mobile-agent-harness io.github.Aelindra/mobile-agent-harness

    Android device automation for AI agents: MCP server, CLI, and plugin runtime over adb.

    by Aelindra · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built