The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Found By AI Monitor listing page.
Hosted MCP server for Are you found by AI?, the AI-visibility scanner built by Tech Horizon Labs. The product asks all seven answer engines (ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Google AI Overviews) the questions a business's buyers actually type, keeps every answer verbatim, and re-measures weekly. This server gives the business owner's own AI live access to that measurement mid-conversation.
Add this URL to Claude, Cursor, or any MCP client as a remote server (Streamable HTTP):
The demo is connected to our own live monitoring of areyoufoundbyai.com, so you are interrogating real production data. Ask your AI: "how visible is this business to AI, and what would you fix first?"
Thirteen read tools over live measurements, plus one action on paid monitors:
get_visibility — AI Visibility and AI Readiness scores (0–100) with trendget_question_trajectories — question-by-question history across the enginesget_rivals / get_share_of_voice — who AI names instead of you, and how oftenget_mentions — new pages on the web that mention the businessget_fix_plan — the prioritised fix plan, in plain languageget_citation_sources — the sources the engines actually citeget_post_brief — a content-drafting brief built from verified dataget_ai_traffic — AI-referred visitors measured on the business's own siteget_agent_view — what an AI agent's browser actually sees on the siteget_benchmark — the business against its category on our indexget_personas — the buyer personas behind the tracked questionsget_context — the full weekly pack in one callrequest_rescan — a capped live re-measure (paid monitors only; hidden on the demo)Every Stay Found monitor gets its own endpoint at https://areyoufoundbyai.com/mcp/<token>,
and agency fleets get one connector for the whole network. Setup guide, including Claude and
Cursor one-click paths: areyoufoundbyai.com/guides/connect-your-ai
The measurement method is open source: techhorizonlabs/thl-open.
server.json is the manifest for the official MCP registry.
Tech Horizon Labs · Noosa, Australia · hello@techhorizonlabs.com