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ASRM (AI Search Rank Monitor)

REMOTE · ASRM.AI · SCANNED OCT 6

Check a website's AI readiness and answer AI visibility and GEO questions from ASRM's guides.

Available components

76 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security80
Transport & Reachability100
Schema Quality & AI Usability75
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 631 tokens (~157/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
  • Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the ASRM (AI Search Rank Monitor) MCP server?

ASRM (AI Search Rank Monitor) is a hosted endpoint at https://asrm.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · asrm.ai

# add to Claude Code
claude mcp add --transport http ai-asrm-asrm 'https://asrm.ai/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "ai-asrm-asrm": {
      "url": "https://asrm.ai/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "ai-asrm-asrm": {
      "type": "http",
      "url": "https://asrm.ai/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.ai-asrm-asrm]
url = "https://asrm.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-asrm-asrm": {
      "type": "remote",
      "url": "https://asrm.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-asrm-asrm --url 'https://asrm.ai/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-asrm-asrm:
    url: "https://asrm.ai/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "ai-asrm-asrm": {
      "Transport": "http",
      "Url": "https://asrm.ai/mcp"
    }
  }
}
# add to Vellum
assistant mcp add ai-asrm-asrm -t streamable-http -u 'https://asrm.ai/mcp'
// mcp.json
{
  "mcpServers": {
    "ai-asrm-asrm": {
      "type": "http",
      "url": "https://asrm.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 6 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 10 to 17. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

  • 4 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Oct 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 1 Oct 26 74

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 8 Oct 2026 · Probed https://asrm.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=asrm.ai CN=YR1,O=Let's Encrypt,C=US 29 Sept 2026 28 Dec 2026 RSA 2048 SHA256-RSA 64c0cbf585b799fc80753c331068eb4664a
SANs: asrm.ai
CN=YR1,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA a20253f15f2691c05dc1ce13b9bcca4e
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of asrm.ai. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
asrm.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000; includeSubDomains; preload
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(), geolocation=(), browsing-topics=()

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://asrm.ai/mcp Verified 200
http (plaintext) http://asrm.ai/mcp HTTPS enforced 308 https://asrm.ai/mcp
MCP tools · 4 exposed · ~452 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
check_ai_readiness ~148

Technical check of whether AI engines can crawl and understand a website: which AI crawlers robots.txt allows or blocks (answer crawlers like OAI-SearchBot, PerplexityBot and Claude-SearchBot, and training crawlers like GPTBot), whether a sitemap and llms.txt exist, and homepage signals (title, description, H1, JSON-LD entity markup, server-rendered text, noindex). Returns pass/warn/fail checks with plain explanations. It does NOT measure whether engines mention the brand; for that, give the measure_mentions url.

NameTypeReqDescription
domainstringyesThe website's domain, e.g. example.com (a full URL also works)

No output schema declared.

No examples provided.

get_guide ~61

The full text of one ASRM guide by slug or asrm.ai/learn/... url. Answer from the text and link the url.

NameTypeReqDescription
slug_or_urlstringyesGuide slug from search_guides, or its asrm.ai/learn url

No output schema declared.

No examples provided.

get_visibility_scan_link ~114

Use when someone asks how visible their brand is in ChatGPT, Claude, Perplexity or Gemini, or whether AI engines recommend them. Returns the link to ASRM's free scan for their domain, which asks the AI engines real buyer questions from the brand's category and returns a 0 to 100 score. The scan runs on asrm.ai, not here: never state a score you did not get from the user.

NameTypeReqDescription
domainstringyesThe brand's domain, e.g. example.com

No output schema declared.

No examples provided.

search_guides ~129

Search ASRM's published guides on AI visibility and generative engine optimization (GEO): how ChatGPT, Claude, Perplexity and Gemini choose which brands to mention and cite, how to get cited, how to track brand mentions, share of voice, and what an AI visibility score measures. Returns titles, summaries and urls; follow with get_guide for the full text. Omit query to list the newest guides.

NameTypeReqDescription
limitinteger–How many guides to return (default 5)
querystring–What the user wants to know, in a few words

No output schema declared.

No examples provided.

Common questions

What is the ASRM (AI Search Rank Monitor) MCP server?

ASRM (AI Search Rank Monitor) is an MCP server listed in the public MCP registry as ai.asrm/asrm. Check a website's AI readiness and answer AI visibility and GEO questions from ASRM's guides. This page covers its hosted endpoint (https://asrm.ai/mcp).

Is the ASRM (AI Search Rank Monitor) MCP server safe to use?

ASRM (AI Search Rank Monitor) scores 76 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the ASRM (AI Search Rank Monitor) MCP server expose?

ASRM (AI Search Rank Monitor) exposes 4 tools: check_ai_readiness, get_visibility_scan_link, search_guides, get_guide. Their descriptions and schemas cost roughly 452 tokens of context every time the server is loaded.

Does the ASRM (AI Search Rank Monitor) MCP server require authentication?

No. We connected to ASRM (AI Search Rank Monitor) without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ASRM (AI Search Rank Monitor) MCP server still maintained?

ASRM (AI Search Rank Monitor) is still listed as active in the MCP registry. We last reached this channel on 6 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.