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MCP Preflight | Check an MCP setup before you trust it — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Technology And Computing →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
moonlightdevs.com ↗	65 match 1 shared topics	Moonlight Devs \| Infrastructure That Scales While You Sleep	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpevals.ai ↗	64 match 1 shared topics	MCP Eval - Test Your MCP Server	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcprepository.com ↗	64 match 1 shared topics	MCP Repository - Search & Discover MCP Servers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpbench.ai ↗	64 match 1 shared topics	Browse MCP Servers \| MCPBench	en	technology-and-computing	robotsllmsaihumans	emailphone	none
popdel.com ↗	64 match 1 shared topics	PopDel.com – Popdel – Your trusted resource for general guides, tips, and insights	en	technology-and-computing WordPress WooCommerce	robotsllmsaihumans	emailphone	none
mcpscoreboard.com ↗	64 match 1 shared topics	MCP Scoreboard — Quality Scores for MCP Servers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpgrade.com ↗	64 match 1 shared topics	MCP Grade — Enterprise Readiness Ratings for MCP Servers	en	technology-and-computing WooCommerce	robotsllmsaihumans	emailphone	none
downloadtaig.net ↗	64 match 1 shared topics	Downloadtaig - Your trusted source for tech insights and digital discoveries	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpstacks.dev ↗	63 match 1 shared topics	MCP Stacks — Discover & Share Curated MCP Server Combos	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpservers.services ↗	63 match 1 shared topics	MCP Server Directory, Tutorials & Protocol Reference \| MCPServers.services \| MCPServers.services	en	technology-and-computing	robots llmsaihumans	emailphone	partial · 8
directavinstallations.com ↗	63 match 1 shared topics	Directavinstallations - Your trusted source for tech insights and digital innovation	en	technology-and-computing	robotsllmsaihumans	emailphone	none
outsmart.software ↗	63 match 1 shared topics	Make IT Work Right \| Microsoft Dynamics 365 Engineering	en	technology-and-computing WordPress	robots llmsaihumans	email phone	none
digitaltrust.today ↗	63 match 1 shared topics	Digital Trust Today \| Substack	en	technology-and-computing	robotsllmsaihumans	emailphone	none
downrightnow.com ↗	63 match 1 shared topics	downrightnow - Check the status of web services and report outages	en	technology-and-computing	robotsllmsaihumans	emailphone	none
downrightnow.org ↗	63 match 1 shared topics	downrightnow - Check the status of web services and report outages	en	technology-and-computing	robotsllmsaihumans	emailphone	none
downrightnow.net ↗	63 match 1 shared topics	downrightnow - Check the status of web services and report outages	en	technology-and-computing	robotsllmsaihumans	emailphone	none
launch-checklist.com ↗	63 match 1 shared topics	Launch Checklist — Your Go-Live Companion	en	technology-and-computing	robots llmsaihumans	emailphone	none
pop3monitoring.com ↗	63 match 1 shared topics	NodePing \| POP3 Check Type	en	technology-and-computing	robotsllmsaihumans	emailphone	none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
same category whether they sit in the same business / industry category.
content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.