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Directory / dealer-direct-inventory
dealer-direct-inventory
https://dealer-direct-mcp.web.app/mcp
New, Used & Classic car inventory MCP (500 dealerships in 50 states; 186,585 live vehicles).
Partial: 8 of 11 checks · 30 Oct 2026
Is dealer-direct-inventory MCP server safe?
- No hidden instructions were found in its tool descriptions.
- 0 of its 10 tools are labeled read-only; the others may change or send things.
- Overall it scored 87/100 on 30 Oct 2026.
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What it can do
10 tools, in the server's own words.
search_inventorySearch live New, Used, Certified Pre-Owned, and Classic/Collector car inventory across participating US franchise dealerships, 20+ specialist classic & collect…
get_vehicleRetrieve the complete canonical record for a single vehicle by its vehicle_id, 17-character ISO VIN, or pre-1981 vintage chassis/serial number.
list_dealersList all indexed dealerships, classic & collector showrooms, and live enthusiast auction platforms across all 50 US states, their physical locations, website p…
submit_leadSubmit a buyer inquiry/lead directly to a participating dealership for a specific vehicle or general inventory inquiry.
get_lead_statusCheck the delivery state, webhook/email attempts, duplicate flag, and billing ledger status of a submitted lead.
start_shielded_inquiryOpen a privacy-shielded buyer concierge thread ('Verified Buyer #XXXX via DealerDirect Concierge') with a dealership WITHOUT exposing the buyer's personal emai…
get_deal_threadInspect the current state of a shielded proxy deal thread, including physical lot verification answers, itemized Out-The-Door (OTD) quote, hidden add-on/markup…
send_counter_offerSend a firm, structured Out-The-Door (OTD) counter-offer (and optionally stipulate removal of mandatory dealer add-ons) on an active proxy thread while keeping…
accept_deal_and_revealOnce the buyer approves a dealership's verified Out-The-Door quote, unlock the buyer's real name, email/phone, and preferred appointment window to the dealersh…
burn_proxy_threadOne-click privacy kill-switch: permanently closes a shielded deal thread and revokes its proxy relay email address so any subsequent BDC drip emails or follow-…
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Tools are labeled safe or dangerousnote
1 warning
- !10 of 10 tools have no safety label (read-only or dangerous): search_inventory, get_vehicle, list_dealers, submit_lead, get_lead_status, start_shielded_inquiry, get_deal_thread, send_counter_offer, accept_deal_and_reveal, burn_proxy_thread
- !Follows MCP best practices (not scored yet)note
2 tips (not scored)
- !10 tools not labeled read-only don't say whether running them twice is safe (idempotentHint): search_inventory, get_vehicle, list_dealers, submit_lead, get_lead_status, start_shielded_inquiry and 4 more
- !10 tools don't say whether they reach outside services like the web (openWorldHint): search_inventory, get_vehicle, list_dealers, submit_lead, get_lead_status, start_shielded_inquiry and 4 more
- ✓ConnectsConnected in 374 mspass
- ✓Lists its toolsFound 10 toolspass
- ✓Every tool is describedAll 10 tools and their inputs are describedpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Fast enoughpass
All good
- ✓Connecting took 374 ms
- ✓Listing tools took 101 ms
- –Tools work with good inputsnot tested
Not tested
- –search_inventory: Not run: no safety label (if you own this server, test again in owner mode)
- –get_vehicle: Not run: no safety label (if you own this server, test again in owner mode)
- –list_dealers: Not run: no safety label (if you own this server, test again in owner mode)
- –submit_lead: Not run: no safety label (if you own this server, test again in owner mode)
- –get_lead_status: Not run: no safety label (if you own this server, test again in owner mode)
- –start_shielded_inquiry: Not run: no safety label (if you own this server, test again in owner mode)
- –get_deal_thread: Not run: no safety label (if you own this server, test again in owner mode)
- –send_counter_offer: Not run: no safety label (if you own this server, test again in owner mode)
- and 2 more
- –Bad inputs give a clean errorNot testednot tested
- –Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)not tested
- –No secrets leakedNo error messages to checknot tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://dealer-direct-mcp.web.app/mcpShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/app-web-dealer-direct-mcp-dealer-direct-inventory.html)Score over time
- 30 Oct 202687
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use dealer-direct-inventory, signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works