MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

RankRoot: AI visibility audit

Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
555 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
16

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 555 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name rankroot.

  • Pass
    Lists tools

    tools/list returned 16 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 555 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 555 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    26 of 34 parameters have a description (76%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-07T04:33:50.575621Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using RankRoot: AI visibility audit

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http rankroot-ai-visibility-audit https://getrankroot.com/api/mcp

Capabilities

Tools 16

amplify_create_campaign

Turn one page (url) or text into a native post for every enabled channel in every chosen language, saved as drafts. Nothing is published. Use dry_run to see posts without saving, and idempotency_key so a retry never makes a duplicate. Needs the customer's key.

Discovered
amplify_edit_post

Change a draft's text, thread or title. The platform checks (length, hashtags, hype words, required settings) run again and come back as warnings.

Discovered
amplify_list_posts

Posts newest first, with status (draft, scheduled, published, failed, rejected), schedule time, live URL, warnings, claims to confirm and engagement metrics.

Discovered
amplify_preview

Write native posts for X, LinkedIn and Threads from any public page, in up to 3 languages, so the user can see what RankRoot Amplify would publish. Free, no key. Nothing is stored or posted.

Discovered
amplify_schedule_posts

Schedule draft posts in the customer's Postiz at the next good local time for each platform and language (or at `at`), within the per-channel daily cap and spacing. Only works if the customer allowed agents to schedule; posts with claims to confirm or warnings are skipped for the owner to review. Returns what was scheduled and why anything was skipped.

Discovered
amplify_status

Connected channels, languages, mode, guardrails, post counts and what has performed best for this customer. Needs the customer's AI Visibility Employee key.

Discovered
audit_ai_visibility

Score how discoverable a website is by AI answer engines (ChatGPT, Perplexity, Claude, Google AI Overviews) and AI agents. Returns a 0-100 score, per-category scores and a prioritized fix list.

Discovered
audit_seo

Classic SEO audit of a page, weighted like a full SEO audit: technical (canonical, indexability, redirects, HTTPS/HSTS, security headers, mobile viewport, hreflang, 2 MB HTML limit, back-button hijacking), content and E-E-A-T trust signals, on-page (title, meta description, headings, internal links, anchor text), schema validation (parse errors, required properties, retired rich-result types), performance, images and AI search readiness. Returns a 0-100 score and prioritized issues with fixes.

Discovered
check_ai_crawler_access

Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.

Discovered
check_core_web_vitals

LCP, INP and CLS for a URL from Google PageSpeed Insights (mobile): Chrome UX Report field data (75th percentile, 28 days) when Google has it, plus Lighthouse lab metrics and the biggest speed opportunities. Takes up to a minute.

Discovered
generate_ai_visibility_files

Generate ready-to-publish llms.txt, an AI-bot-friendly robots.txt and schema.org JSON-LD for a website, based on its current homepage.

Discovered
get_checkout_link

Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.

Discovered
get_pricing

List RankRoot plans (free scan, Traffic Boost one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents with a USDC wallet can pay directly over x402: GET https://getrankroot.com/api/agent/check?url= ($0.50) or POST https://getrankroot.com/api/agent/employee {website} ($149, 30 days, key returned at once). Otherwise give the user the checkout link.

Discovered
list_launches

Find software products for a need: new SaaS, AI tools and apps launched on RankRoot, each with a fact-checked profile (what it does, who it's for, pricing when published). Pass the user's need as query ("invoicing for freelancers", "uptime monitoring"). Featured products are paid placements and are marked. Optional category: an industry slug such as sales-crm or product-analytics.

Discovered
submit_launch

Launch the user's product on RankRoot for free: a public launch page, a listing in the launch directory and the product's category, and a count of visitors sent. Free launches go live in about a week after the user confirms by email. With a Traffic Boost license key (key) it goes live today and is featured for 30 days. Ask the user before submitting: it publishes their product publicly.

Discovered
validate_llms_txt

Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected555 ms16