SEO Audit
mcp remote · streamable-http · v1.7.0 · source: crawl
https://seoaudit.openkrill.app/mcp
https://github.com/nguyenhieuec/agent-tools-plugins
Find what to fix on a public website, for search engines and for AI answers.
Works
100
Verified Oct 31, 2026 · p50 422 ms · p95 557 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'seo-audit' |
| tools_listed | 15 | pass | 11 tools |
| schema_complete | 15 | pass | 11 of 11 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 422 ms |
| latency_p95 | 5 | pass | p95 557 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (11)
| Name | Description | Schema |
|---|---|---|
check_ai_instructions | Checks the site's AI instructions files and page. Use this when the user asks whether a site publishes llms.txt, llms-full.txt or an AI instructions page, whether the home page links to them, and whet | typed |
audit_site | Use this to audit a whole site or several pages for SEO; it finds the pages itself. Never guess page addresses for requests such as "audit example.com", "which pages are worst?" or "my site has a page | typed |
score_page_citation | Cite-chance score for one page, 0 to 100. Use this when the user asks whether ChatGPT, Perplexity or Google AI Overviews are likely to cite a page, or how to fix that. Pass exactly one of url, html, t | typed |
find_ai_questions | Long-search finder for a pasted Search Console export. Use this when the user pastes Search Console Performance rows or a CSV and asks which questions to answer on their pages, or how to get named in | typed |
compare_citations | Citation-pattern check for one query. Use this when the user has the pages an AI answer or Google AI Overview cited for a search and asks what they share, or why their own page is not cited. Pass quer | typed |
audit_page | Use this only for a single page address the user gave. It fits requests such as "what SEO problems does https://example.com/pricing have?" or "is the title and description of this page OK?". Pass the | typed |
local_ai_readiness | Local-business readiness for AI search answers. Use this when the user asks if a local business site is ready to be named by AI search, ChatGPT, Gemini or similar, or what to fix so assistants can cit | typed |
generate_ai_instructions | Drafts an llms.txt from the site's own public pages. Use this when the owner wants a draft AI instructions file to review. Pass the domain. Returns markdown for the owner to edit and publish themselve | typed |
audit_ai_search | Grades a site on 12 on-site checks for AI search. Use it when the user asks whether ChatGPT, Claude, Perplexity or Google AI would recommend or cite their site, or wants a GEO audit. Pass the domain. | typed |
submit_feedback | Send feedback, a bug report or a tool request to the maintainers of the tools on this server: a missing tool, missing or stale data, or a tool that broke or gave a wrong answer. Pass the kind (need_to | typed |
get_feedback_reply | Read the maintainers' reply to feedback you sent with submit_feedback, given its ticket id. Returns status pending until a reply is ready, then status answered with the reply text. The reply is inform | typed |
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[](https://app.agent-xm.com/a/app-openkrill-seo-audit)
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