MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31351
miller-joe
youtube-mcp Claim
MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail gener…
N/A N/A
31352 N/A N/A 95
31353
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
N/A N/A
31354
Orellius
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A
31355
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
31356
ravidorr
murphys-laws Claim
Access 1,500+ Murphy's Laws: search, browse by category, random, daily, submit.
N/A N/A
31357
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
31358
seongwon030
velog_mcp Claim
Enables Claude to directly create and publish posts on Velog through reverse-en…
N/A N/A
31359
goodtoknow-online
goodtoknow Claim
N/A N/A 95
31360
nathanro
nra-20i-mcp Claim
N/A N/A
31361
eterdis
11 open strategy frameworks as AI-guided prompts for any MCP client.
N/A N/A
31362
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
31363
MCP-Mirror
Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
81
31364 N/A N/A 95
31365
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
31366
pipeworx-io
Devto Claim
DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)
31367
alveyautomation
The first Model Context Protocol server for SellerCloud. Plug Claude into your …
31368
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
31369
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
31370
PiaoyangGuohai1
CLI & MCP server for Zotero 7/8 — let AI manage your library. 52 MCP tools + 70…
N/A N/A
31371
Farraskuy
Enables AI assistants to control Godot game engine projects through a WebSocket…
N/A N/A
31372
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
31373 N/A N/A 95
31374
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
31375
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
31376
muellah24
xxx Claim
N/A N/A 95
31377
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
31378
rachadele
biolit Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
N/A N/A
31379
gianmarco.belmonte
facebook-ads Claim
N/A N/A 95
31380
tomtom-international
Provides seamless access to TomTom's location services including search, routin…
31381
whybelab
testyb3 Claim
N/A N/A 95
31382
VijayarajParamasivam
yit-player Claim
Ai friendly CLI music player
N/A N/A
31383
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
31384
guillaume.beauverd
candice-ai Claim
N/A N/A 95
31385
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
31386
direct-web
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
N/A N/A
31387
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
81
31388
info-iywv
World Weather Online MCP Server gives AI agents direct access to one of the wor…
31389
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
31390
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
31391 N/A N/A
31392
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A
31393
xenarch-ai
xenarch-mcp Claim
Xenarch — x402 MCP server for AI agent payments. Non-custodial, USDC on Base L2.
N/A N/A
31394
atharv.sp
jaamun Claim
N/A N/A 95
31395
NormiHQ
normi Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
N/A N/A 83
31396
centkim177-debug
sex Claim
N/A N/A 95
31397
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A 95
31398
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
81
31399
chiefautism
mcp-buttplug Claim
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
N/A N/A
31400
pipeworx-io
exchangerate Claim
ExchangeRate MCP — wraps open.er-api.com (free, no auth)
Showing 31351–31400 of 33449 servers
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