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Most reliable accessibility AI agent tools

As of the latest check, Glimind tracks 18 accessibility AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
mcp-registry/io.github.leonidahqadmin-cell/to1-fleet/color-intel__check_contrasthealthy[color-intel] Check the WCAG accessibility contrast ratio between two colors — essential for web accessibility. Returns the contrast ratio (alternatives
npm/-steipete/peekaboo/set-valueunknownDirectly set a settable accessibility valuealternatives
npm/-steipete/peekaboo/perform-actionunknownInvoke a named accessibility actionalternatives
npm/-agent-sh/computer-use-linux/setup_accessibilityunknownEnables GNOME's toolkit-accessibility setting so toolkit apps expose AT-SPI treesalternatives
npm/-agent-sh/computer-use-linux/list_appsunknownRunning desktop apps visible to the AT-SPI registryalternatives
npm/-agent-sh/computer-use-linux/list_windowsunknownCompositor windows with title, app id, wm_class, focus state, client type (Wayland/X11), and boundsalternatives
npm/-agent-sh/computer-use-linux/focused_windowunknownThe window currently holding keyboard focusalternatives
npm/-agent-sh/computer-use-linux/get_app_stateunknownCombined screenshot + accessibility tree for a chosen app, with element indices that the input tools acceptalternatives
npm/-agent-sh/computer-use-linux/clickunknownClick by element index, semantic selector, or desktop coordinate pixelsalternatives
npm/-agent-sh/computer-use-linux/dragunknownDesktop coordinate drag (start / end)alternatives
npm/-agent-sh/computer-use-linux/press_keyunknownKeys / chords; can focus a window or terminal firstalternatives
npm/-agent-sh/computer-use-linux/type_textunknownLiteral text input, optionally targeted at a window or terminalalternatives
npm/-agent-sh/computer-use-linux/perform_actionunknownInvoke any AT-SPI action exposed by an element (Press, Activate, Toggle, …); defaults to the primary actionalternatives
npm/-agent-sh/computer-use-linux/set_valueunknownWrite to a settable accessibility element (text fields, sliders, spinners)alternatives
npm/-agent-sh/computer-use-linux/activate_windowunknownFocus a window by window_id, pid, app_id, wm_class, title, or terminal selectorsalternatives
npm/a11y-mcp/audit_webpageunknownPerforms a detailed accessibility audit on a webpage.alternatives
npm/-agent-sh/computer-use-linux/scrollunknownPage-based scroll on an element or at a pixel locationalternatives
glama/mgriffen/tapsite/tapsite_extract_a11yunknownAccessibility audit (ARIA, roles, contrast issues)alternatives

FAQ

What are the most reliable accessibility MCP tools right now?

As of the latest check, Glimind tracks 18 accessibility AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank accessibility tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a accessibility tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.