ai-browser (Glittering/ai-browser) is an MCP server listed on the M8ven Trust Index. It scores 54 out of 100, grade D. It declares 13 tools. No publisher has claimed this listing.

D
Caution
54/100

ai-browser

AI-native browser — renders pixels for humans, structured semantic tree API for agents. No screenshots, no OCR, no coordinate guessing.

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

Glittering

Source: github_repo_search

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

Install from

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Known vulnerabilities in dependencies: 1 critical, 7 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
// tools this server exposes13 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

browse_navigate

Navigate the active/focused tab to a URL.

browse_get_tree

Return the page semantic UI tree (roles, labels, actions, bounds).

browse_act

Perform an action on an element by its data-ai-id: click, type, clear, select, focus, hover, scroll_to.

browse_evaluate

Run a JS expression in the page context and return its value.

browse_scroll

Scroll the page or an element into view.

browse_wait

Poll the page until a condition holds or timeout. Conditions: button_enabled, modal_appeared, text_contains, url_contains.

browse_list_tabs

List open tabs (id, url, title, active).

browse_new_tab

Open a new tab, optionally at a URL.

browse_close_tab

Close a tab by id.

browse_set_active_tab

Switch the active tab.

browse_network_body

Return the response body of a completed request whose URL contains the pattern (requires prior subscription).

browse_subscribe

Subscribe to page events (dom_change, network_response, captcha_appeared, message_appeared, js_error, state_changed). "*" for all.

browse_quit

Gracefully shut down the AI Browser (releases resources).

// known CVEs in dependencies1 critical7 high24 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalvitest@2.1.9GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

highelectron@33.4.11GHSA-532v-xpq5-8h95

Electron: Use-after-free in offscreen child window paint callback

highelectron@33.4.11GHSA-8337-3p73-46f4

Electron: Use-after-free in WebContents fullscreen, pointer-lock, and keyboard-lock permission callbacks

highelectron@33.4.11GHSA-9f4c-93c8-jc8g

Electron: Sandboxed iframe can bypass the allow-popups restriction via the OpenURL navigation path

highelectron@33.4.11GHSA-9wfr-w7mm-pc7f

Electron: Renderer command-line switch injection via undocumented commandLineSwitches webPreference

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configAI_BROWSER_PORT
configAI_BROWSER_UA
configAI_BROWSER_USER_DATA
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

13/13 tools missing one or more hints — browse_navigate (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browse_get_tree (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browse_act (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

No eval / new Function

1 eval() or new Function() call — dynamic code execution

Replace eval / Function with explicit parsing or safer alternatives.

Production dependencies are patched

0 critical, 7 high severity in production deps — electron@33.4.11 (high), electron@33.4.11 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Dev dependencies

1 critical/high in dev-only deps (does not ship to users)

Upgrade dev dependencies when convenient.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/glittering/ai-browser?variant=verified)](https://m8ven.ai/mcp/glittering/ai-browser)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 2ea8d9517a723bff98ba68267ef55069fa09b6db
code hash: 4e49fc90ed4a5150ce0619204054d0af2675996d5482a0e23e0b283a4adb7176
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client