Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Review supplied AI evidence or OAuth-linked visibility history; prepare and verify website fixes.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://mentioned-on.com/mcpRun this in your terminal
claude mcp add --transport http ai-discovery-readiness https://mentioned-on.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ai-discovery-readiness": {
"url": "https://mentioned-on.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"ai-discovery-readiness": {
"type": "http",
"url": "https://mentioned-on.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mentioned-on.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
analyze_discovery_readinessScore caller-supplied website and business discovery signals. This tool does not fetch the website, run an AI scan, persist data, or verify inclusion in any AI product.
build_visibility_action_planPrioritize fixes from caller-supplied findings using a deterministic rubric. This tool does not edit a website, contact third parties, persist data, or promise rankings or mentions.
summarize_scan_evidenceCalculate mention and business-citation rates from caller-supplied captures. This tool does not call AI providers, fetch URLs, persist data, or establish current inclusion beyond the supplied observations.
list_monitored_businessesList businesses owned by your connected MentionedOn account and their monitoring/setup status. Start here when the user asks how their business appears in AI answers. Returns a setup link for an empty account. No scan, subscription or charge is started.
get_visibility_reportRead a business's latest saved AI capture, competitors, source links and up to 30 prior snapshots. Compare scores only when saved model, prompt and capture recipes match and both captures are complete. Reports provider gaps and timestamps. This does not query models or establish
get_improvement_resultsRead the business's current improvement: the one question being worked on, the page published for it, and before/after evidence. Compares saved chat-assistant answers to that question in equal windows either side of publication (same assistant settings only), the Google AI Overvi
get_share_of_voiceRead how often AI answers name this business compared with the other businesses they name, its rank among them over saved checks, and which kinds of sites (the business's own site, directories, community, press, other businesses) the assistants cite for its questions. Built from
list_articlesList articles the content engine drafted for this business from questions AI answers without it, with the buyer segment each was written for, the questions it targets, and the Markdown (truncated to 4,000 characters; the full text is in MentionedOn). Read only: drafting a new art
get_ai_referralsRead the last 30 days of visits to the business's own website that arrived from an AI assistant (ChatGPT, Perplexity, Claude, Gemini and others), by assistant and landing page, as counted by the MentionedOn visitor snippet. Returns the install snippet when one has been issued. Co
get_website_fixesRead the current revision, source observations, confirmed facts, proposed schema/copy and installation checks for an owned business. No website is fetched or changed.
inspect_business_websiteFetch the saved business website with bounded public HTML requests and save candidate facts with source receipts. Requires a paid or trial monitoring slot and explicit authorization. Pass the exact current revision. Existing draft content is preserved: start a new inspection only
draft_website_fixesGenerate and save reviewable business schema, website copy and a business-profile description from facts the user explicitly confirms. Inspect first, preserve the exact revision, and never invent missing business facts. No model spend, external publication or messages.
verify_website_fixesCompare saved, reviewed schema and text against a page on the same owned business website. Save dated found/not-found/unknown checks against the exact artifact revision. Requires authorization and an entitled monitoring slot. Installation checks do not prove a visibility improvem
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 10, 2026
The registry lists no source repo, so we cannot match the publisher (mentioned-on.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 1676 ms (HTTP 200)
No sign-in needed
Read 13 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (2.0.0) reached the registry 8 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Browser Use, Scrapling MCP Server, Chrome DevTools MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
No README found in the repo