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MCP Scoreboard — Quality Scores for MCP Servers — 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
mcpgrade.com ↗	71 match 1 shared topics	MCP Grade — Enterprise Readiness Ratings for MCP Servers	en	technology-and-computing WooCommerce	robotsllmsaihumans	emailphone	none
mcpreplay.dev ↗	70 match 1 shared topics	mcp-replay — JSON-RPC traces for MCP servers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcprepository.com ↗	69 match 1 shared topics	MCP Repository - Search & Discover MCP Servers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpstacks.dev ↗	68 match 1 shared topics	MCP Stacks — Discover & Share Curated MCP Server Combos	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpbench.ai ↗	68 match 1 shared topics	Browse MCP Servers \| MCPBench	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpevals.ai ↗	68 match 1 shared topics	MCP Eval - Test Your MCP Server	en	technology-and-computing	robotsllmsaihumans	emailphone	none
ideacred.com ↗	66 match 1 shared topics	IdeaCred — The Public Scorecard for Builders	en	technology-and-computing	robotsllmsaihumans	emailphone	none
mcpservers.services ↗	66 match 1 shared topics	MCP Server Directory, Tutorials & Protocol Reference \| MCPServers.services \| MCPServers.services	en	technology-and-computing	robots llmsaihumans	emailphone	partial · 8
tradlinker.com ↗	66 match 1 shared topics	TradLinker \| Discord Translation Bot for Multilingual Servers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
idhabi.com ↗	66 match 1 shared topics	Idhabi — MCP Marketplace for the MENA Region	en	technology-and-computing	robotsllmsaihumans	emailphone	none
fivicon.com ↗	65 match 1 shared topics	Fivicon — The Logo API for Infrastructure	en	technology-and-computing	robotsllmsaihumans	emailphone	none
leader-boards.com ↗	65 match 1 shared topics	Online Leader Boards \| Web Based Scoreboards	en	technology-and-computing WordPress WooCommerce	robotsllmsaihumans	email phone	none
simhacore.com ↗	65 match 1 shared topics	SimhaCore — Premium UI Products for Modern Developers	en	technology-and-computing	robotsllmsaihumans	emailphone	none
iameberhard.com ↗	64 match 1 shared topics	Eberhard — Random Stuff	en	technology-and-computing	robotsllmsaihumans	emailphone	partial · 8
dejifatoye.dev ↗	64 match 1 shared topics	deji fatoye — Engineering for the 99.999%	en	technology-and-computing	robotsllmsaihumans	emailphone	none
sibato.com ↗	64 match 1 shared topics	SIBATO HOME: Digital products and high quality premium blog posts content	en	technology-and-computing WordPress WooCommerce	robotsllmsaihumans	emailphone	none
mcr-test.com ↗	64 match 1 shared topics	MCR Test — QA Community Manchester	United Kingdom~ en	technology-and-computing	robotsllmsaihumans	emailphone	none
brevofeed.com ↗	64 match 1 shared topics	Brevofeed — RSS Feeds & Widgets for Any Website	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.