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Agentic Dealer Network MCP server

Which MCP servers are Agentic Dealer Network's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-19

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Whose server it is
  • Registry namecom.agenticdealernetwork/adn-gatewayverified in the MCP registry

The registry name sits under agenticdealernetwork.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-19
  • Stateanswerschecked 2026-10-19
  • Tools12
  • Server calls itselfcom.agenticdealernetwork/adn-gateway
  • Server version0.5.0
  • Protocol version2025-06-18

On 2026-10-19 the server answered initialize and tools/list without a sign-in. First answer in 300 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.

Once connected

  • For "list live dealer inventory for consumer AI agents", the likely first call is network_search.
  • Parameters are untyped or undescribed in 12 of 12 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 9, the first on 2026-10-19
  • INITE MCP score93 of 100answers 100 · definitions 83 · context 85 · connects 100
  • Answered100% of days9 of 9 daily checks
  • Median first answer213 ms
  • Space in an agent's context≈ 5,154 tokensthe definitions of all its tools (12), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results12 of 12 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 12 of 12

What an agent can do with it

  • can do · list live dealer inventory for consumer AI agents
  • not sure · pass shoppers from an AI agent to a salesperson
  • not sure · build an agent that requests real vehicle quotes

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers12 tools · read 2026-10-19
  • network_directory

    Directory of active ADN rooftops: slug, name, dealer group, OEM programs, location metadata, and per-rooftop manifest URL. Pass country=CA for Canadian dealers.

  • network_search

    Browse available inventory across the network, one page at a time. For counts or distributions call inventory_stats; to copy the catalog call network_snapshot (one download replaces hundreds of pages). Results are slim summary rows; embed…

  • inventory_stats

    Aggregate available inventory across the network in ONE call: counts, effective-price min/median/max and the top values per facet. Example: {"dimensions": ["make_model", "body_style"], "condition": "used", "rooftop_slugs": ["mms"]}. Geo…

  • inventory_get

    Fetch one available unit by identity (VIN) from a named rooftop (rooftop_slug from network_search results). Returns the full detail shape — ordered photo gallery, options, plain-text description; embed the first few photo_urls as markdown…

  • network_snapshot

    Export the whole network catalog (or one rooftop with rooftop_slug) as one gzip artifact instead of paging: returns a descriptor with a generation URL, strong ETag, row and byte counts, expiry and (when available) sync_cursor; small…

  • inventory_changes

    State synchronization for a mirror built from network_snapshot: pass the sync_cursor and receive upserts (current rows in the same view) and tombstones since that position, with has_more and next_cursor. Bounded eventual consistency: take…

  • inventory_comparables

    Price context for one vehicle against like units across the network (same make, model, exact model year, condition; optional trim and geo). Example: {"identity": "<VIN>", "rooftop_slug": "mms"} or {"make": "Subaru", "model": "Outback"…

  • stores

    One named rooftop's store record: name, dealer group, OEM programs, location/contact metadata, and fee schedule. Pass rooftop_slug. Whether a specific unit's listed price already includes a fee varies per unit — quote_preview returns the…

  • quote_preview

    Read-only out-the-door price preview for one available unit at a named rooftop (pass rooftop_slug): base price plus itemized fees and taxes — fees already included in the listed price are flagged included_in_price and add nothing on top…

  • deal_quote

    Out-the-door quote for one available unit at a named rooftop. Anonymous calls are stateless; authenticated calls persist a deal thread. Anonymous calls persist nothing; quote_preview is the read-only equivalent for browsing. Fee schedules…

  • lead_prepare

    Prepare a named dealership's exact contact disclosure and a short-lived signed binding.

  • lead_submit

    Submit the shopper's bound contact request to the named dealership.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "adn-gateway": {
      "type": "http",
      "url": "https://gateway.agenticdealernetwork.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http agenticdealernetwork https://gateway.agenticdealernetwork.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://gateway.agenticdealernetwork.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.