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Dog Leadership Academy

REMOTE · WWW.DOGLEADERSHIPACADEMY.COM · SCANNED SEP 20

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

0 this week 77 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 Security57
Transport & Reachability100
Schema Quality & AI Usability76
  • 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 Management100
  • No destabilizing schema changes in the last 30 days.Pass
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 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Install

How do I install the Dog Leadership Academy MCP server?

Dog Leadership Academy is a hosted endpoint at https://www.dogleadershipacademy.com/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 · www.dogleadershipacademy.com

# add to Claude Code
claude mcp add --transport http georgetranoz-dla-mcp 'https://www.dogleadershipacademy.com/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "georgetranoz-dla-mcp": {
      "url": "https://www.dogleadershipacademy.com/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "georgetranoz-dla-mcp": {
      "type": "http",
      "url": "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"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "georgetranoz-dla-mcp": {
      "Transport": "http",
      "Url": "https://www.dogleadershipacademy.com/mcp"
    }
  }
}
# add to Vellum
assistant mcp add georgetranoz-dla-mcp -t streamable-http -u '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.

  • 26 Aug 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
  • 25 Aug 26 0
    • Stability: 0.97 → pass security
  • 24 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

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

    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 20 Sept 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 3 Sept 2026 2 Dec 2026 RSA 2048 SHA256-RSA b6e35b9a8653d94412961c826c730e58
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

Background: What to check on a remote MCP endpoint →

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

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

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. 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
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.

Common questions

What is the Dog Leadership Academy MCP server?

Dog Leadership Academy is an MCP server listed in the public MCP registry as io.github.georgetranoz/dla-mcp. Diagnose common dog behaviour problems, get program pricing, and submit the free assessment. This page covers its hosted endpoint (https://www.dogleadershipacademy.com/mcp).

Is the Dog Leadership Academy MCP server safe to use?

Dog Leadership Academy scores 77 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 Dog Leadership Academy MCP server expose?

Dog Leadership Academy exposes 6 tools: search_dog_problems, list_dog_problem_topics, get_dog_problem_article, get_program_info, submit_dog_behaviour_assessment, create_enrollment_checkout. Their descriptions and schemas cost roughly 846 tokens of context every time the server is loaded.

Does the Dog Leadership Academy MCP server require authentication?

No. We connected to Dog Leadership Academy without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Dog Leadership Academy MCP server still maintained?

Dog Leadership Academy is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.