com.momenticmarketing/momentic

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Free SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, agent readiness.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "momentic": {
      "url": "https://momenticmarketing.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (12)

• ask_momentic

  Asks Ask Momentic a question and returns its answer, written by AI from momenticmarketing.com pages, with the Momentic pages it is based on as sources. Use it for questions about Momentic (services, Atlas, the team, case studies, pricing) and about SEO and AI search topics Momentic publishes research on, such as AI chatbot market share, AI Overviews, llms.txt, AI crawlers or query fan out. A question someone asked before returns at once; a new one takes about 30 seconds. If the result says the answer is still being written, call the tool again with the same question after about 30 seconds.

  Parameters:

  • question (required) — string — The question, in plain words (2 to 200 characters).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_brand_overview

  Returns the canonical AI-readable description of Momentic from /llms.txt. Use for authoritative brand info, positioning, services, and contact.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• list_pages

  Lists pages on momenticmarketing.com from sitemap.xml. Optional `section` filter: team, case-studies, capabilities, services, blog, seo-news, content-academy, google-updates, blog-categories, careers, about, contact, pricing.

  Parameters:

  • section — string — Section slug (e.g. "team", "case-studies"). Omit to list all.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_page

  Fetches a Momentic page as Markdown (uses Cloudflare's Markdown for Agents). Pass an absolute path like "/team/jane-doe" or a full momenticmarketing.com URL.

  Parameters:

  • path (required) — string — Absolute path or full URL on momenticmarketing.com

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• search

  Full-text search across every page on momenticmarketing.com (blog posts, research, the Google update tracker with each update's status and dates, case studies, Content Academy guides, Atlas, team pages, careers, the SEO news feed item by item, and Momentic's agent tools and skills), including pages published since Webflow's sitemap was last rebuilt. Returns up to 10 pages ranked by relevance (newest first when the query asks for the latest, newest or most recent; tracker pages by the date Google announced the update), each with its URL, title, content type, published date, author and the passage that best matches the query. Read a full page with get_page.

  Parameters:

  • query (required) — string — Search term or question
  • type — string — Optional: only pages of this content type.
  • format — string — Optional: json returns structured results (url, title, type, date, author, image, passage; tracker pages also tracker: status, announced, started, completed, kind).
  • recent — boolean — Optional: newest first among relevant pages (also implied by words like latest, newest, most recent in the query). Tracker pages sort by the date Google announced the update.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• analyze_page

  Fetches any public URL and returns structured on-page SEO signals: title, meta description, canonical (+ canonicalCount), lang, heading counts, schema types (JSON-LD including @graph and nested entities, plus microdata and schema.org RDFa; schemaTypesBySyntax splits them), OpenGraph/Twitter cards (any attribute order), internal/external link counts, word count (body text without scripts, templates, comments; see wordCountMethod), and whether markdown is served for Accept: text/markdown. Text values are entity-decoded. pageLoaded:false means the checker was refused or got an error or challenge page; then title, schemaTypes and wordCount are null (unknown, not empty). markdownNegotiation is null with markdownNegotiationChecked:false when the markdown probe was refused.

  Parameters:

  • url (required) — string — Absolute http(s) URL

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• analyze_site

  Probes a domain root for site-wide AI-discovery signals: /llms.txt; /robots.txt parsed per RFC 9309 for GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, Claude-User, PerplexityBot, Perplexity-User, GoogleOther, Google-Extended, CCBot, Applebot-Extended, Meta-ExternalAgent, meta-externalfetcher, Amzn-SearchBot, MistralAI-User, DuckAssistBot (aiBotStatus is the verdict for the homepage path / only; aiBotDisallows lists rules that still block an allowed bot elsewhere); the sitemap (/sitemap.xml or robots.txt Sitemap lines, sitemap indexes followed, gzip read): urlCount is unique page URLs, urlCountComplete says whether every sitemap file was read; /.well-known/agent-skills/index.json, /.well-known/api-catalog, /.well-known/mcp/server-card.json; and the homepage Link header. Every file reports found: true, false (checked and absent, including HTML catch-all pages), or null with checked:false (blocked, erroring or timed out: unknown).

  Parameters:

  • domain (required) — string — Root domain or full URL (e.g. "example.com" or "https://example.com")

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• check_bots

  Probes a URL with AI crawler user agents, using the operators' current documented strings (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, Claude-User, PerplexityBot, Perplexity-User, GoogleOther, Google-Agent, CCBot, Applebot, meta-externalagent, meta-externalfetcher, Amzn-SearchBot, MistralAI-User, DuckAssistBot) in parallel, plus a regular Chrome browser request as a baseline, and returns per-bot reachability (status, key WAF/CDN headers, verdict). Reveals WAF/CDN-layer blocks that robots.txt audits miss. Verdicts: reachable, blocked-403, blocked-4xx, challenged-by-cdn (including 200 challenge pages), rate-limited-429, redirected-to-block-page, inconclusive-not-bot-specific (the browser baseline was refused too, so the block is not aimed at the bot), not-found, server-error-5xx, timeout, fetch-error. summary.blocked counts only bot-specific blocks; timeouts and errors are counted separately. Requests come from Cloudflare's network, not the bot operators' IPs (see probe.note). Google-Extended and Applebot-Extended are robots.txt tokens, not user agents, and are not probed.

  Parameters:

  • url (required) — string — Absolute http(s) URL to probe
  • timeoutMs — number — Per-fetch timeout in ms (default 5000)
  • userAgents — array — Optional UA strings to test. Defaults to the bots listed above (robots.txt tokens such as Google-Extended and Applebot-Extended are not probed).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• parse_freshness_signals

  Pure parser (no fetching). Given HTML plus optional response headers and a sitemap entry for the same URL, extracts every freshness marker on the page — HTTP Last-Modified, sitemap lastmod, JSON-LD dateModified/datePublished (including @graph), OpenGraph article:modified_time/published_time, meta updated/dc.date.modified/dcterms.modified/itemprop dateModified, and the first labelled visible date (Last updated / Updated / Published). Returns per-source ISO dates, the freshest source, cross-source agreement spread, and heuristic flags (stale year in title, suspicious future date, only-published-not-modified, none-at-all). Powers the geo-aeo-readiness skill's freshness check — `Last-Modified` headers and `dateModified` JSON-LD are weighted heavily for AI grounding eligibility.

  Parameters:

  • html (required) — string — Full HTML of the page
  • url — string — URL the HTML was fetched from (for context)
  • headers — object — Response headers as a plain object with lowercased keys (e.g. {"last-modified": "..."})
  • sitemapEntry — object — Parsed sitemap entry for this URL, e.g. {"lastmod": "2026-04-15"}

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• extract_links

  Pure HTML parser. Given a single page's HTML and its baseUrl, returns every <a href> resolved to absolute, separated into internal vs external by host, with cleaned anchor text, rel attribute, and nofollow flag. Skips fragments, mailto:, tel:, javascript:, and empty hrefs. Designed to feed compute_link_graph: the agent crawls pages on the user's machine (their IP, no Cloudflare subrequest cap) and calls extract_links per page, then ships the structured page data into compute_link_graph.

  Parameters:

  • html (required) — string — Raw HTML of the page
  • baseUrl (required) — string — Absolute URL of the page (used to resolve relative links and identify internal vs external)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_link_graph

  Pure graph computation over a crawled page set. Input: an array of {url, internalLinks: [{href, anchor}, ...], title?, bodyText?}. Returns orphan pages (in-degree 0, excluding the homepage), hubs (top-N by in-degree), authorities (top-N by out-edges to hubs), PageRank-lite ranking, anchor-diversity issues (all-anchors-same, no-descriptive-anchors), connected components, and isolated clusters. With options.findMentions=true and title+bodyText supplied, also returns mention-not-linked suggestions. URL normalization (trailing slash, lowercased host, dropped utm_*/fbclid/gclid/etc.) is on by default.

  Parameters:

  • pages (required) — array — Array of crawled pages
  • options — object

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• lookup_entity

  Resolves a brand/topic/person to a structured entity record built from Wikidata + Wikipedia (free APIs, no auth). Pass exactly one of: `name` (search by string), `qid` (Wikidata Q-number to skip search), or `wikipediaTitle` (resolves to QID via the article's wikibase_item). Returns: qid, label, description, instanceOf (P31 with resolved labels), sameAs (Wikipedia + claim-derived URLs for Twitter/Instagram/Facebook/GitHub/LinkedIn/YouTube/Crunchbase/official site), sitelinks (top 10 language wikis) and sitelinkCount, Wikipedia summary + thumbnail, Wikipedia section outline (canonical sub-topic structure for content briefs), and alternativeMatches when a name search returned multiple candidates. Powers entity-graph alignment checks (Stage 4 trustworthiness, Stage 10B verification) and feeds the content-brief skill's outline.

  Parameters:

  • qid — string — Wikidata Q-number (e.g. "Q12345") to fetch directly, skipping search.
  • name — string — Brand/topic/person name to search Wikidata for. The top match is resolved; runners-up are returned in alternativeMatches.
  • skipWikipedia — boolean — If true, return Wikidata-only (no Wikipedia summary/sections). Default false.
  • wikipediaTitle — string — English Wikipedia article title (e.g. "Acme_Corporation"). Resolves to QID via pageprops, then proceeds.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.