ZBS Index What actually exists in applied AI, with the source next to it

mcp server

glass

MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.

Description as published by the maintainer. Source

  • version 1.1.0
  • active

active — Most recent push to the repository was 2026-08-08.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 10 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-08 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 26 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.1.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-23 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-07-23 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.developerz-ai/ui-debugger-mcp — last commit 2026-08-08, shares wayland, x11
    Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.
  • com.puter/mcp-server — last commit 2026-08-06, shares gui
    Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more
  • GNOME UI MCP — last commit 2026-08-02, shares linux, wayland
    GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
  • io.github.cyanheads/clipboard-mcp-server — last commit 2026-07-30, shares cross-platform, linux, macos
    Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.
  • io.github.ai-dashboad/flutter-skill — last commit 2026-07-23, shares android, cross-platform, ios
    AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
  • io.github.davidlandais/ovh-api-mcp — last commit 2026-06-15, shares rust, sandbox
    MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
  • io.github.bgorzelic/ghostlink — last commit 2026-08-05, shares sandbox
    Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
  • Code Sandbox API — last commit 2026-07-31, shares sandbox
    Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment.
  • io.github.declaw-ai/mcp-server — last commit 2026-06-16, shares sandbox
    Secure Firecracker microVM sandboxes for AI agents: network policy, PII & injection guardrails.
  • yutu — last commit 2026-08-05, shares linux, macos, windows
    The AI-powered toolkit that grows your YouTube channel on autopilot

These share tags the maintainers applied themselves, such as wayland, x11, gui, linux. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai, android, cross-platform, developer-tools, gui, gui-application, ios, linux, macos, mcp, mcp-server, native-apps, rust, sandbox, tools, wayland, windows, x11.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. fixed-width/glass on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.