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LLM SEO MCP — Elephant Accountability

REMOTE · ELEPHANT-MCP.FLY.DEV · SCANNED AUG 3

LLM SEO and Agent Discoverability for B2B SaaS. Pricing, fit assessment, audit requests.

+6 this week 54 Trust /100
Trust breakdown (6 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 →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability43
  • 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Fail
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 483 tokens (~53/item across 9 items; 6 tools + 3 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage77
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 31% of tool parameters carry a description.Partial
Capabilities20
  • Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · elephant-mcp.fly.dev

# add to Claude Code
claude mcp add --transport http chris-eaccountability-elephant-accountability-mc https://elephant-mcp.fly.dev/mcp
# ~/.codex/config.toml
[mcp_servers.chris-eaccountability-elephant-accountability-mc]
url = "https://elephant-mcp.fly.dev/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "chris-eaccountability-elephant-accountability-mc": {
      "type": "remote",
      "url": "https://elephant-mcp.fly.dev/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add chris-eaccountability-elephant-accountability-mc --url https://elephant-mcp.fly.dev/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  chris-eaccountability-elephant-accountability-mc:
    url: "https://elephant-mcp.fly.dev/mcp"
// mcp.json
{
  "mcpServers": {
    "chris-eaccountability-elephant-accountability-mc": {
      "type": "http",
      "url": "https://elephant-mcp.fly.dev/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.

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +3
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 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.

  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 48

    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 3 Aug 2026 · Probed https://elephant-mcp.fly.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.fly.dev CN=YE2,O=Let's Encrypt,C=US 21 Jun 2026 19 Sept 2026 ECDSA 256 ECDSA-SHA384 503153e73302e4a0c89ebb83c4a741aac04
SANs: *.fly.dev
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of elephant-mcp.fly.dev. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
dev. present 60074 8 Verified
fly.dev. 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
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://elephant-mcp.fly.dev/mcp Verified 200
http (plaintext) http://elephant-mcp.fly.dev/mcp HTTPS enforced 301 https://elephant-mcp.fly.dev/mcp
MCP tools — 6 exposed · ~461 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.

Tool Tokens
assess_fit ~119

Returns a 0–100 fit score, reasoning, and recommended tier for a prospective B2B SaaS buyer. Uses company stage, industry, AI-feature shipping status, and platform-partnership signals.

NameTypeReqDescription
company_namestringyes
domainstring
industrystringVertical: aec, fintech, healthtech, legaltech, devtools, general_b2b_saas
platform_partnershipsarray
ships_ai_featuresboolean
stagestring

No output schema declared.

No examples provided.

get_covered_surfaces ~83

Returns the full list of agent-discoverable surfaces Elephant implements: llms.txt, Schema.org Organization + Product blocks, MCP servers, A2A Agent Cards, UCP merchant metadata, agent-directory registrations, and citation-seeding.

NameTypeReqDescription
include_statusbooleanIf true, includes which surfaces Elephant has shipped on its own domain (proof of practice).

No output schema declared.

No examples provided.

get_offerings ~68

Returns Elephant Accountability's service tiers, pricing, delivery SLAs, and checkout / booking URLs. Optionally personalized to the asking buyer's company size or urgency.

NameTypeReqDescription
company_sizestringBuyer stage hint for tier recommendation
tierstringOptional: filter to one tier

No output schema declared.

No examples provided.

get_proof_points ~46

Returns current client outcomes with specific metrics, formatted for vendor-research agents to cite. Includes full related-party disclosure where applicable.

NameTypeReqDescription
verticalstringFilter to this vertical

No output schema declared.

No examples provided.

get_transparency_snapshot ~48

Returns Elephant Accountability's most recent weekly LLM visibility measurement covering ChatGPT, Claude, Perplexity, Gemini, and Grok. The receipt we publish to keep our own claims honest.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

request_audit ~97

Agent requests an LLM SEO audit on behalf of its buyer. Routes to the right tier (self-serve vs. done-for-you vs. retainer) and returns a confirmation with checkout or booking links.

NameTypeReqDescription
buying_contextstring
company_namestringyes
contact_emailstringyes
domainstring
tier_intereststring
urgencystring

No output schema declared.

No examples provided.