CueScout
Server Details
Check if ChatGPT or Perplexity names a brand for a buying question, and if AI bots can read a site.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- CueScout
- Claude
- –
TDQS
Scored across 14 tools
Each tool targets a distinct action, and descriptions explicitly clarify the live-check vs stored-result split (check_ai_readiness vs get_site_audit, check_ai_visibility vs get_ai_visibility). However, check_ai_crawler_access, validate_structured_data, and check_sitemap are all narrow slices of check_ai_readiness, so an agent could plausibly pick the broad audit or the narrow check for the same question.
Every tool follows a clean verb_noun snake_case pattern (check_*, get_*, list_*, validate_*), with the verb signaling the operation type and the noun the resource. No mixed conventions or vague names.
14 tools is well within the sweet spot and each earns its place: five live checks, four stored reads, three list tools, one validator, plus get_profile. The surface maps neatly onto the product's distinct capabilities without padding.
The read/audit surface is thorough across crawler access, sitemap, schema, site audit, visibility, citations, prompts, and todos. The main gap is the absence of any write operations — no way to add a brand, create/track a new prompt, or manage todos — which agents would need to fall back to the CueScout UI for.
Available Tools
14 toolscheck_ai_crawler_accessCheck whether AI crawlers are blocked in robots.txtARead-onlyInspect
Use this when someone asks why their site never shows up in AI answers, or whether GPTBot, ClaudeBot, PerplexityBot or Google-Extended can crawl it. Reads the site's robots.txt and reports which of those crawlers are blocked, including by a blanket rule the owner may not have meant. One fetch, no AI.
Inputs: url (required).
check_ai_readinessCheck whether AI engines can read a siteARead-onlyInspect
Use this when someone asks whether AI engines can read, crawl or quote their website, or wants an AI-readiness audit of a site. Runs eight checks: AI crawler access in robots.txt, llms.txt, Organization and FAQ schema, canonical and meta tags, server-rendered copy, and whether an about page and a pricing page exist. It does not measure whether any engine actually cites the site. No AI call, nothing stored.
Inputs: url (required).
check_ai_visibilityCheck whether an AI engine recommends a brandARead-onlyInspect
Use this when someone asks whether an AI answer engine names or cites a brand for a buying question, or which other brands it names. Sends one question to one search-grounded engine through its API and returns whether the brand was named, whether its domain was cited, which of the listed competitors were named, and the pages the answer cited. Each call is a fresh API request with no account history or personalization, and one question is one datapoint, not an overall visibility score.
Inputs: brand (required), question (required), domain, engine, +1 more. Returns: rank, brand, cited, engine, +6 more
check_sitemapCheck whether a crawler gets a usable page listARead-onlyInspect
Use this when someone wants their XML sitemap checked. Reports whether a site's sitemap is reachable, parses, is declared in robots.txt, and is free of cross-host entries a crawler discards. A handful of fetches, no AI.
Inputs: url (required).
get_ai_visibilityShow AI visibility for a tracked brandARead-onlyInspect
Use this when someone asks how visible their brand is in AI answers, what their share of AI voice is, or how they compare with competitors. Reads the results CueScout already collected for the brand: how often AI answers named it, its share of voice, how often its site was cited, and the same for each competitor, over the last 7, 28 or 90 days. It does not run new checks.
Inputs: days, brand. Returns: days, brand, answers, app_url, +5 more
get_profileShow the connected CueScout accountARead-onlyInspect
Use this when someone asks which CueScout account is connected. Returns the account name and email.
Inputs: no named parameters. Returns: id, name, email
get_prompt_answersShow the latest AI answers to one tracked promptARead-onlyInspect
Use this when someone wants to read what the AI engines actually answered to one of their tracked prompts. Returns the most recent answer from each engine, whether the brand was named or cited, which brands were named, and the pages each answer cited.
Inputs: prompt_id (required), brand.
get_site_auditShow the brand's site auditARead-onlyInspect
Use this when someone asks whether AI engines can read their own brand's site, based on CueScout's last audit of it: crawler access, llms.txt, schema, meta tags, server-rendered copy, and about and pricing pages. Reads the stored result; it does not re-run the audit.
Inputs: brand.
get_todoShow one To-do with its steps and evidenceARead-onlyInspect
Use this when someone wants the details of one To-do: why it matters, the steps to do it, and the evidence behind it.
Inputs: todo_id (required), brand.
list_brandsList the brands in the CueScout accountARead-onlyInspect
Use this to see which brands the connected CueScout account tracks, with their sites and the competitors set for each. The other account tools take one of these brands.
Inputs: no named parameters.
list_citation_sourcesList the pages AI answers cite for a brandARead-onlyInspect
Use this when someone asks which websites or pages AI answers rely on in their brand's category, or where they should try to get mentioned. Returns the pages cited most often across the brand's tracked prompts, with how many times each was cited, by which engines, and which brands each page names.
Inputs: days, brand, limit.
list_promptsList the tracked prompts and how each engine answeredARead-onlyInspect
Use this when someone asks which questions CueScout tracks for their brand, which ones the brand is missing from, or who gets named instead. Returns each tracked prompt with the latest verdict per engine (named and cited, named, or not named), the brand's mention and citation rate over the window, and the brands named instead.
Inputs: days, brand.
list_todosList the brand's To-dosARead-onlyInspect
Use this when someone asks what they should do next to show up in AI answers. Returns CueScout's To-dos for the brand in priority order: the action, why it matters and its priority. Filter by status: todo (default), suggested, done or dismissed.
Inputs: brand, status.
validate_structured_dataValidate the JSON-LD on a pageARead-onlyInspect
Use this when someone wants their schema markup or JSON-LD checked on a specific page. Reports which schema types the page declares, which blocks fail to parse, and whether the fields that help an engine attribute a claim (sameAs, Organization identity, FAQ answers) are filled in. One fetch, no AI.
Inputs: url (required).
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Related MCP Connectors
AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.
How ChatGPT, Gemini, Perplexity and Google AI name your brand, cite sources and rank rivals.
Is your brand mentioned and cited in ChatGPT, Perplexity, Gemini and Google AI answers?
Check if ChatGPT, Claude and Perplexity can reach, read and quote a website.
Related MCP Servers
- AlicenseAqualityDmaintenanceTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.6188 npm11MIT
- AlicenseAqualityBmaintenanceChecks whether ChatGPT, Perplexity, and Gemini cite your brand for a given keyword, and who's winning the citation battle for it instead.610MIT

optifeed-radarofficial
AlicenseAqualityDmaintenanceOpen-source CLI + MCP server that asks real AI engines (ChatGPT, Claude, Gemini, Perplexity) real buyer questions and scores whether a brand or its products get recommended (AI visibility / GEO / AEO). Runs locally with your own API keys.5104 npm5MIT- AlicenseAqualityCmaintenanceEnables users to interrogate ChatGPT, Perplexity, and Gemini with buyer questions and live web search to learn whether a business is recommended, ranked, competing with others, and having its website cited. Returns structured findings and estimated provider costs.1138 npmMIT
Glama MCP Gateway
Add one secure layer between your agents and this server.