See how often AI assistants mention your brand and which competitors they recommend instead
Connects to your Refora account to read AI search visibility data. Muse can report your brand's mention share across ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews, compare tracked competitors, list the sources AI cites, check sentiment, and audit a page for AI crawler readiness.
Try asking Muse: "How does my brand show up in ChatGPT answers compared to my competitors this month?"
Source: Found in the official MCP Registry (ai.refora/refora) · First listed November 15, 2026
Each bar is one check, every 15 minutes. Green means it answered. Last checked 58 min ago.
What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.
Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.
musedirectory.ai is not part of Meta. More about how Muse handles your information
Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
https://mcp.refora.ai/mcpNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Refora is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.
In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).
Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.
Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.
Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.
Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT
In Claude, open Settings, then Connectors.
Choose Add custom connector, give it a name, and paste the link.
If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.
Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude
https://mcp.refora.ai/mcpResponse time at the last check: 243ms. Worked in n/a of checks over 30 days.
Screened, no issues found
Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.
list_workspacesList the workspaces in the connected Refora organization. Call this first: every other workspace tool needs a workspace_id from here. Use this tool when the user asks about their workspaces, projects, or brands they're monitoring -- phrases like 'what am I tracking', 'list my proget_visibility_scoreHow visible the workspace's own brand is in AI answers: the share of AI answers that mention it, overall and per AI model (ChatGPT, Perplexity, Gemini, Claude, Mistral, Google AI Overviews), and the change from the window before. Use this tool when the user asks about current perget_share_of_voiceThe workspace's own brand's share of ALL brand mentions in AI answers, and which brands hold the rest -- every brand the models named, each marked as a tracked competitor or not. Use this tool when the user asks who the AI talks about -- phrases like 'share of voice', 'who gets mget_visibility_trendVisibility over time for the workspace's own brand. Use this tool when the user asks about changes over time -- phrases like 'how has it changed', 'trending', 'are we improving', 'show the trend', or 'over the last month'. Do NOT use for the current snapshot (use get_visibility_sget_competitor_comparisonRank the workspace's own brand against the competitors the user tracks, by visibility: the share of AI answers that mention each brand. Use this tool when the user asks about competitive position -- phrases like 'how do we compare', 'who's winning', 'where do we rank', or 'vs comget_competitor_visibility_gapThe prompts where one tracked competitor is mentioned in AI answers more often than the workspace's own brand. Use this tool as a follow-up to get_competitor_comparison when the user wants to understand WHY a competitor is winning -- phrases like 'why is X beating us', 'where areget_citation_sourcesThe domains and URLs that AI models cite in their answers for this workspace's prompts, each marked as the brand's own site, a competitor's, or other. Each URL also says what kind of page it is and how often each model cited it. Use this tool when the user asks which websites or get_top_cited_urls_for_topicThe URLs that AI models cite most for the workspace's prompts in one topic. Use this for content briefs -- it shows which sources AI treats as authoritative for that topic. Use when the user asks about sources for a topic -- phrases like 'what does AI cite for X topic', 'sources get_top_cited_domainsThe domains AI models cite most across ALL workspaces in the organization. Aggregate view for multi-workspace orgs. Use when the user wants org-level source analysis -- phrases like 'across all workspaces', 'org-wide sources', 'top domains overall', or 'which sites dominate'. Forget_prompt_performanceDetailed performance for one prompt (one question Refora asks the AI models on a schedule): visibility over time, per-model visibility and answers, and the URLs cited in its answers. Use this tool when the user asks about a specific prompt -- phrases like 'how are we doing on theget_sentiment_breakdownHow AI models talk about a brand: sentiment scores overall and per model, with example excerpts showing tone and framing. Use when the user asks how AI talks about their brand -- phrases like 'how does AI describe us', 'what's the sentiment', 'is ChatGPT positive or negative abouget_ai_answersThe answers themselves: what ChatGPT, Perplexity, Gemini, Claude, Mistral and Google AI Overviews said to this workspace's prompts, each with the brands it mentions and the URLs it cites. Use this tool when the user wants to read or quote what an AI said -- phrases like 'what doeaudit_pageCheck how ready one web page is to be read and cited by AI assistants: whether robots.txt lets the AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended and others) in, llms.txt, the sitemap, structured data, headings, trust signals, meta tags and a Wikidata entry. Returget_market_ai_presenceA market snapshot of the workspace's website from an external index of AI answers: ChatGPT's and Gemini's answers to the brand's buyer questions as users see them in its country (share of answers naming the brand and each competitor, who else they name, which sources they cite), get_accountWhat the connected Refora organization's plan includes (workspaces, tracked questions, AI models, how often they run) and what each workspace is measured with: its own tracking, a market snapshot, or nothing yet. Includes a link to set up tracking and one to the plans. Use this thttps://mcp.refora.ai/mcpNot in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Refora to help me. It is a free service with an MCP server at https://mcp.refora.ai/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
At the last check (November 15, 2026, 20:51 UTC) the endpoint was working, answering in 243ms. It is checked every 15 minutes.
It was screened on November 15, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.
It exposes 15 tools, including list_workspaces, get_visibility_score, get_share_of_voice, get_visibility_trend. For example, you could ask Muse: "How does my brand show up in ChatGPT answers compared to my competitors this month?"
This listing was added from public sources (Found in the official MCP Registry (ai.refora/refora)). If you build Refora, claim it to correct the details and get your badge.
Paste this on your site or README. It always shows the latest check.
<a href="https://musedirectory.ai/connector/refora"><img src="https://musedirectory.ai/badge/refora.svg" alt="Refora on musedirectory.ai" width="236" height="40"></a>