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Dog Leadership Academy

io.github.georgetranoz/dla-mcpgeorgetranozstreamable-httpv1.0.0Scanned

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

6 tools: 2 change things and 4 only read.

Tools: 0 delete, 0 irreversible, 2 write, 4 read.
  • Reads private data · 0
  • Reads text others write · 1
  • Can send data out · 0
  • No findings

Tools listed without sign-in. Remote posture

Anlyon alternative

2 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

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Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

6 tools

Changes things 2Claude Code: ask
  • create_enrollment_checkoutCreate a Stripe Checkout URL for the user to complete enrollment in a chosen tier.No findings

    Why it is in this group

    • The name "create_enrollment_checkout" says "create": a word for a change.
    Description, as the server wrote it
    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.
  • submit_dog_behaviour_assessmentSubmit the 8-question free behavioural assessment on the user's behalf.No findings

    Why it is in this group

    • The name "submit_dog_behaviour_assessment" says "submit": a word for a change.
    Description, as the server wrote it
    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.
Only reads 4Show 4 read-only tools
  • get_dog_problem_articleReturn the TL;DR, section overview, and CTA URL for a single article from the DLA library, by its slug.Reads text others writeNo findings

    Why it is in this group

    • The name "get_dog_problem_article" says "get": a word for reading.

    What it can reach

    • untrusted-inputThe description's first sentence says "return" and "url": it reads web pages, which anyone can write.
    Description, as the server wrote it
    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.
  • get_program_infoReturn information about Dog Leadership Academy's coaching programs — pricing, what's included, and the DLA sales pitch.No findings

    Why it is in this group

    • The name "get_program_info" says "get": a word for reading.
    Description, as the server wrote it
    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.
  • list_dog_problem_topicsReturn the taxonomy of the DLA library: six clusters (Reactivity, Loose-leash walking, Puppy foundations, Obedience/recall, Household behaviour problems, Method & philosophy) and t…No findings

    Why it is in this group

    • The name "list_dog_problem_topics" says "list": a word for reading.
    Description, as the server wrote it
    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.
  • search_dog_problemsSearch the Dog Leadership Academy library of ~70 common dog behaviour problems.No findings

    Why it is in this group

    • The name "search_dog_problems" says "search": a word for reading.
    Description, as the server wrote it
    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".

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or outbound.

Reads private data0
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write1
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Remote posture

What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.

Tools listed without sign-in

Looked at Oct 22, 2026, 14:59 UTC, unchanged since Oct 22, 2026. No credentials were sent and no tool was called. What is looked at.

Reachable
yes
HTTP status of an anonymous initialize
200
tools/list served without credentials
yes
Tools that change things, listed without credentials
2
Protocol version
2025-06-18
WWW-Authenticate on 401
not observed
resource_metadata in WWW-Authenticate
not observed
RFC 9728 protected resource metadata
not observed
Authorization servers
not observed
Legacy HTTP+SSE transport
no
Dynamic client registration
not observed
Client ID metadata documents
not observed
  • WarnThe whole server

    The endpoint served tools/list without credentials, and the list has 2 tools that change things (2 write). Whether a call also works without credentials was not tested: tools are never called.

    Matched text

    https://www.dogleadershipacademy.com/mcp: tools/list returned 6 tools to an anonymous client, including submit_dog_behaviour_assessment (write), create_enrollment_checkout (write)

    What this check looks for

Findings

Matches of fixed checks, with the text they matched.

No check matched anything in these tool definitions. That is not a safety guarantee.

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http dla https://www.dogleadershipacademy.com/mcp
claude mcp add --transport http dla https://www.dogleadershipacademy.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__dla__search_dog_problems",
      "mcp__dla__list_dog_problem_topics",
      "mcp__dla__get_dog_problem_article",
      "mcp__dla__get_program_info"
    ],
    "ask": [
      "mcp__dla__submit_dog_behaviour_assessment",
      "mcp__dla__create_enrollment_checkout"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as dla. Review it before you use it.

Capability tags behind 1 rule
  • mcp__dla__get_dog_problem_article untrusted-input

Pin

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/io.github.georgetranoz/dla-mcp/verify?hash=96cb49ae61dfd084169966094f058230c640d89912bf2c3ab68873ab4beb8152" | jq -e '.changed == false'

Pinned hash 96cb49ae61df, from Oct 21, 2026, 19:29 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/io.github.georgetranoz/dla-mcp/changes.xml

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Source: MCP Registry. Synced Oct 21, 2026, 18:34 UTC.