Read-only AI search visibility: brand mentions, competitors and citations in AI answers.
Connect Remote server
claude mcp add --transport http refora https://mcp.refora.ai/mcp
{
"mcpServers": {
"refora": {
"url": "https://mcp.refora.ai/mcp"
}
}
}
{
"servers": {
"refora": {
"type": "http",
"url": "https://mcp.refora.ai/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://mcp.refora.ai/mcp
Tools 15 found in our last check
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 pr…
get_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 pe…
get_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…
get_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_…
get_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 co…
get_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 ar…
get_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'. Fo…
get_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 th…
get_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 abo…
get_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 do…
audit_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. Retu…
get_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…
Details
| Endpoint | https://mcp.refora.ai/mcp (Streamable HTTP) |
| First published | 15 Nov 2026 |
| Last updated | 15 Nov 2026 |
| Registry name | ai.refora/refora |
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