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Dog Leadership Academy

REMOTE · WWW.DOGLEADERSHIPACADEMY.COM · SCANNED AUG 3

Diagnose common dog behaviour problems, get program pricing, and submit the free assessment.

+1 this week 64 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 Usability71
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 886 tokens (~147/item across 6 items; 6 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 Management27
  • Stability observed for 8 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
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; 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 · www.dogleadershipacademy.com

# add to Claude Code
claude mcp add --transport http georgetranoz-dla-mcp https://www.dogleadershipacademy.com/mcp
# ~/.codex/config.toml
[mcp_servers.georgetranoz-dla-mcp]
url = "https://www.dogleadershipacademy.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "georgetranoz-dla-mcp": {
      "type": "remote",
      "url": "https://www.dogleadershipacademy.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add georgetranoz-dla-mcp --url https://www.dogleadershipacademy.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  georgetranoz-dla-mcp:
    url: "https://www.dogleadershipacademy.com/mcp"
// mcp.json
{
  "mcpServers": {
    "georgetranoz-dla-mcp": {
      "type": "http",
      "url": "https://www.dogleadershipacademy.com/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.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 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
  • 30 Jul 26 −1
    • 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.

  • 27 Jul 26 +1
    • 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 62

    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://www.dogleadershipacademy.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=www.dogleadershipacademy.com CN=WR3,O=Google Trust Services,C=US 12 Jul 2026 10 Oct 2026 RSA 2048 SHA256-RSA a34a1a83ce28b9a80ad4d5ce428a2840
SANs: www.dogleadershipacademy.com
CN=WR3,O=Google Trust Services,C=US (CA) CN=GTS Root R1,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 RSA 2048 SHA256-RSA 7ff005a91568d63abc22861684aa4b5a
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 19 Jun 2020 28 Jan 2028 RSA 4096 SHA256-RSA 77bd0d6cdb36f91aea210fc4f058d30d
DNSSEC insecure

Validation of www.dogleadershipacademy.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
dogleadershipacademy.com. 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://www.dogleadershipacademy.com/mcp Verified 200
http (plaintext) http://www.dogleadershipacademy.com/mcp HTTPS enforced 302 https://www.dogleadershipacademy.com/mcp
MCP tools — 6 exposed · ~846 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
create_enrollment_checkout ~124

Create a Stripe Checkout URL for the user to complete enrollment in a chosen tier. Returns a URL the user opens in a browser to pay — the agent NEVER handles payment or card details directly. Only call after the user has explicitly chosen a tier and asked to enroll.

NameTypeReqDescription
owner_emailstringOptional. If supplied, pre-fills the Stripe email field.
owner_namestringOptional. Attached to the Stripe session metadata.
tierstringyesOne of: essentials_monthly, essentials_annual, premium_monthly, premium_annual.

No output schema declared.

No examples provided.

get_dog_problem_article ~91

Return the TL;DR, section overview, and CTA URL for a single article from the DLA library, by its slug. Use after `search_dog_problems` finds a match. Does NOT return the exact protocol (that lives inside the paid programs) — only the diagnostic content and the CTA to the free assessment.

NameTypeReqDescription
slugstringyesThe article slug (from search results).

No output schema declared.

No examples provided.

get_program_info ~116

Return information about Dog Leadership Academy's coaching programs — pricing, what's included, and the DLA sales pitch. Use when the user asks how much it costs, what they get, or how DLA works. Options: essentials_monthly, essentials_annual, premium_monthly, premium_annual, or omit `tier` for all four plus the sales pitch.

NameTypeReqDescription
tierstringOptional. One of: essentials_monthly, essentials_annual, premium_monthly, premium_annual. Omit to receive all tiers.

No output schema declared.

No examples provided.

list_dog_problem_topics ~64

Return the taxonomy of the DLA library: six clusters (Reactivity, Loose-leash walking, Puppy foundations, Obedience/recall, Household behaviour problems, Method & philosophy) and the article titles in each. Use to enumerate what the library covers.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

search_dog_problems ~125

Search the Dog Leadership Academy library of ~70 common dog behaviour problems. Returns matching articles with title, one-line description, TL;DR summary, article URL, and the CTA URL to the free 4-minute behavioural assessment. Use for questions like "my dog pulls on the leash", "reactive dog", "puppy biting", "separation anxiety", "recall failing".

NameTypeReqDescription
limitintegerMax number of matching articles to return (1-10).
querystringyesThe behaviour problem, in the owner's own words. Free text.

No output schema declared.

No examples provided.

submit_dog_behaviour_assessment ~326

Submit the 8-question free behavioural assessment on the user's behalf. This is the same form that lives at https://www.dogleadershipacademy.com/assessment. On success we send a personalised written analysis to the owner's email within a few minutes, written by George Tran and the DLA team. The user does NOT need to visit the website — the submission goes directly to our intake system. Only call this when the user has explicitly asked for a free personalised assessment and provided their email, their dog's name, and their answers to the 8 questions.

NameTypeReqDescription
dog_agestringAge in years, or life stage ("puppy", "young adult", "senior").
dog_breedstringBreed or best guess (e.g., "Labrador", "mixed breed").
dog_namestringyesThe dog's name.
historystringRelevant history — bite incidents, medical, rescue background, training history.
householdstringHousehold context — kids, other dogs, home setup, work schedule.
owner_emailstringyesThe owner's email. Assessment is sent here.
owner_namestringThe owner's first name.
primary_problemstringyesThe MAIN behaviour problem the owner wants fixed, in their own words.
urgencystring"low" | "medium" | "high" | "safety concern" — how urgent is this.
what_theyve_triedstringWhat the owner has already tried and how it went.

No output schema declared.

No examples provided.