Directory / Kliqo AI
Kliqo AI
by kliqo.ai · https://kliqo.ai/mcp
Free AI visibility checks, then see if ChatGPT and Google AI name you or your competitors instead.
12 of 12 checks · 23 Oct 2026
Is Kliqo AI MCP server safe?
- No hidden instructions were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- 20 of its 24 tools are labeled read-only; the others may change or send things.
- Overall it scored 94/100 on 23 Oct 2026.
A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.
What it can do
24 tools, in the server's own words.
check_ai_crawlersread-onlyCheck whether AI crawlers can reach a website: OpenAI's OAI-SearchBot, ChatGPT-User and GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot, Applebot and 17 m…
audit_page_for_airead-onlyCheck one page the way AI assistants and AI search see it: may OAI-SearchBot, ChatGPT-User, Claude-User, PerplexityBot and Googlebot read it (robots.txt rule a…
generate_ai_fix_filesread-onlyWrite the files that help AI assistants understand a site, from the site's own live pages: an llms.txt map of the key pages (titles and descriptions as publish…
check_chatgpt_answerAsk ChatGPT one question a buyer would ask (for example "What is the best invoicing tool for freelancers?") and see whether a brand is named in the answer, in …
verify_crawler_ipread-onlyCheck whether an IP address really belongs to an AI or search crawler (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot, Googlebot, Bingbot, Apple…
list_ai_crawlersread-onlyList the AI crawlers that decide AI search visibility: who runs each, what it does (builds a search index, fetches a page when a user asks, or collects trainin…
generate_ai_robots_rulesread-onlyWrite robots.txt groups for every AI crawler from a simple policy: allow or block search crawlers, crawlers that fetch pages when a user asks, and training cra…
get_briefingread-onlyEverything that needs attention in the member's Kliqo workspace, checked in one call: visibility change this week and this month, who moved ahead, prompts AI a…
get_fix_planread-onlyAn exact plan for one Kliqo action (from get_actions or get_briefing), or for one page: what to change and where, the questions buyers ask that the page should…
verify_fixread-onlyAfter changing a page: checks it again the way AI crawlers see it (fresh audit: crawler access, noindex, text without JavaScript, title, structured data, date)…
update_actionMove a Kliqo action to to do, in progress, done or declined (or back to suggested).
add_promptsAdd buyer questions to the project's prompt library, paused (they don't change the plan or start scans; the member turns them on in Kliqo, where active prompts…
track_competitorAdd a competitor to the project's tracked brands (name and website), so Kliqo measures it in every answer.
list_projectsread-onlyList the projects in the signed-in Kliqo workspace (name, domain, competitors tracked) and which one tools use by default.
get_ai_visibilityread-onlyHow often AI answers name the member's brand (visibility), recommend it, where it ranks (position) and the tone (sentiment), with change vs the previous period…
get_answersread-onlyList recent AI answers to the project's tracked prompts, most important first: the prompt, the model, whether the brand was named and how (recommended, compare…
get_answerread-onlyThe full text of one AI answer (from get_answers) with what it says about each tracked brand (role, rank, quote, praised, criticized) and every source it cites.
get_competitor_gapsread-onlySites AI cites in answers that name a competitor but not the member's brand (Kliqo's Gap analysis), largest gaps first, with the prompts behind them.
get_top_sourcesread-onlyThe sites (or pages) AI answers cite most for the project's prompts, with how many answers cite each, whether it's your site or a competitor's, and change vs t…
get_prompt_performanceread-onlyPer tracked prompt: how often AI names the member's brand, how often it's recommended, the leading tracked competitor, which brands AI names instead in the ans…
get_actionsread-onlyKliqo's recommended actions for the project (suggested automatically from the data, or added by the team), most important first: what to do, why, the steps, th…
get_impactread-onlyFor actions marked done: how often AI named the member's brand (and used their site as a source) in the 14 days before vs the 14 days after, on the same prompt…
get_crawler_activityread-onlyReal AI crawler visits to the member's site from Kliqo's Crawl insights (Cloudflare connection): visits by crawler (verified by IP), errors they hit, the pages…
search_workspaceread-onlyFind prompts, topics, tags, brands, actions, domains and URLs in a project by name.
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Every tool is describednote
10 warnings
- !verify_fix: Inputs with no description: url, action_id
- !update_action: Inputs with no description: action_id, status
- !track_competitor: Inputs with no description: name
- !get_answers: Inputs with no description: limit
- !get_competitor_gaps: Inputs with no description: kind, limit
- !get_top_sources: Inputs with no description: kind, limit
- !get_prompt_performance: Inputs with no description: range, limit
- !get_actions: Inputs with no description: action_id, limit
- and 2 more
- ✓ConnectsConnected in 541 mspass
- ✓Ready for the newest MCP versionUses the latest MCP version (2026-07-28)pass
- ✓Lists its toolsFound 24 toolspass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Tools work with good inputspass
All good
- ✓check_ai_crawlers: Answered with an error, probably because of our sample input: Enter a full domain such as example.com. {"message":"Enter a full domain such as example.com.","status":"error","code":"TOOL_DOMAIN_INVALID…
- ✓audit_page_for_ai: Worked (1.1 s)
- ✓generate_ai_fix_files: Answered with an error, probably because of our sample input: Enter a full domain such as example.com. {"message":"Enter a full domain such as example.com.","status":"error","code":"TOOL_DOMAIN_INVALID…
- ✓verify_crawler_ip: Answered with an error, probably because of our sample input: Enter an IP address such as 66.249.66.1 or 2001:4860:4801::1. {"message":"Enter an IP address such as 66.249.66.1 or 2001:4860:4801::1.","s…
- ✓list_ai_crawlers: Worked (189 ms)
- ✓generate_ai_robots_rules: Worked (166 ms)
- –get_briefing: Needs you to sign in, so it was not tested (not counted against the server)
- –get_fix_plan: Needs you to sign in, so it was not tested (not counted against the server)
- and 16 more
- ✓Bad inputs give a clean errorpass
All good
- ✓check_ai_crawlers: Refused missing required input "domain" with a clear error
- ✓check_ai_crawlers: Refused wrong type for "domain" with a clear error
- ✓audit_page_for_ai: Refused missing required input "url" with a clear error
- ✓audit_page_for_ai: Refused wrong type for "url" with a clear error
- ✓generate_ai_fix_files: Refused missing required input "domain" with a clear error
- ✓generate_ai_fix_files: Refused wrong type for "domain" with a clear error
- ✓verify_crawler_ip: Refused missing required input "ip" with a clear error
- ✓verify_crawler_ip: Refused wrong type for "ip" with a clear error
- and 15 more
- ✓Tools work togetherpass
2 chains working
- ✓audit_page_for_ai → generate_ai_robots_rules: generate_ai_robots_rules found what audit_page_for_ai returned (sitemap_url = "https://example.com/")
- ✓list_ai_crawlers → audit_page_for_ai: audit_page_for_ai found what list_ai_crawlers returned (url = "https://developers.openai.com/api/docs/bots")
- ✓Fast enoughpass
All good
- ✓Connecting took 541 ms
- ✓Listing tools took 232 ms
- ✓Average tool answer: 353 ms
- ✓audit_page_for_ai: Slowest tool: audit_page_for_ai (1.1 s)
- ✓No secrets leakedChecked 61 error messages: no secrets or internal detailspass
- ✓Resources and prompts workOpened 5 of 5 promptspass
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://kliqo.ai/mcpScore over time
- 23 Oct 202694
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use Kliqo AI, signed in with GitHub, one per person. Reviews never change the score.
Soon you can claim this page: re-test it from here, reply to results, and show a "Tested by QAmcp" badge.
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