MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29051
mayla-debug
Schedule and manage Google Calendar events directly from your workspace. Check …
D 40 25 0 81
29052
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 25 0 81
29053
dexterpoh28
Freebeat AI Claim 1
MCP server for Freebeat creative workflows. Use it from MCP clients such as Cl…
D 40 25 0 81
29054 D 40 25 0 81
29055
theconstructionstandard
Get product information, features, pricing, licensing FAQs, and role-specific b…
D 40 25 0 81
29056
vettly
Vettly Claim
Moderate text, image, and video content against custom safety policies to ensur…
D 40 25 0 81
29057
ai
blinkxmcp Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
D 40 25 0 81
29058
outtolunch
outtolunch Claim
Daily world briefing that tells AI assistants what's actually happening right n…
D 40 25 0 81
29059
sidharth-5u15
Search CupShup's marketing knowledge base — services, case studies, and insight…
D 40 25 0 81
29060
optimly
scout Claim
Brand intelligence from the Optimly AI Brand Directory. Look up any brand's AI …
D 40 25 0 81
29061
lama
demo-mcp Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
D 40 25 0 81
29062
vinaybhosle
Freightgate Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
D 40 25 0 81
29063 D 40 25 0 81
29064
santiago.blanco.vilchez
Create and launch new tenants with admin setup and starter templates. Authentic…
D 40 25 0 81
29065
IndustrialIT
Exact Online Claim
Manage Exact Online business operations including sales, purchases, and warehou…
D 40 25 0 81
29066
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
D 40 25 0 81
29067
arjunkmrm
Navigate and understand GitHub repository documentation effortlessly by retriev…
D 40 25 0 81
29068
found402
Prompt Injection Detector is a stateless security microservice built for the ag…
D 40 25 0 81
29069
jlalbany
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
D 40 24 0 81
29070
CSOAI-ORG
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
D 40 25 0 81
29071
brunosan
Not a news feed. A signal verification system. 68,000+ AI & tech articles from…
D 40 25 0 81
29072
ghostprotocol
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readin…
D 40 25 0 81
29073
atiprashant
buyhatke-mcp Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
D 40 25 0 81
29074
emberreads
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
D 40 25 0 81
29075
maryadawson-code
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
D 40 24 0 81
29076
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 25 0 81
29077
plsreadme
plsreadme Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
D 40 25 0 81
29078
falazuki
Calculadoras financeiras e dados econômicos do Brasil. 25 tools para cálculos d…
D 40 25 0 81
29079
rdassignies
openlegi Claim
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre -…
D 40 25 0 81
29080
hifriendbot
cogmemai Claim
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on…
D 40 25 0 81
29081
mcp Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
D 40 25 0 81
29082
glazyr
Glazyr Viz Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
D 40 25 0 81
29083
vivid
Vivid MCP Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
D 40 25 0 81
29084
deadend
deadends.dev Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
D 40 25 0 81
29085
parallel
Execute Parallel.ai Tasks in Parallel for extremely powerful data enrichment fr…
D 40 25 0 81
29086
victor
musashi Claim
D 40 25 0 81
29087
info-g03l
**Catalunya 2022 - RESET: Crida per reactivar el país** Un pla d'acció estra…
D 40 25 0 81
29088
pythondev-pro
Search Ellen G. White’s writings by keyword to surface relevant quotations. Ret…
D 40 25 0 81
29089
clm-studios
Nephyr Risk Claim
Prediction market risk management — Kelly sizing, EV calculation, drawdown prot…
D 40 25 N/A 0 81
29090
navanithbharadwaj
stream Claim
Connect to Synorb Streams to explore and query live streams. Search, filter, an…
D 40 25 0 81
29091
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
29092
twohalves
Cannabis and controlled substances regulatory intelligence MCP server. Query st…
D 40 25 0 81
29093
memestack
MemeStack.ai Claim
Search and browse a curated gallery of memes, infographics, and visual content …
D 40 25 0 81
29094
luthfirizky777
mcp-test Claim
Track real-time crypto prices, market caps, and trends across any asset. Analyz…
D 40 25 0 81
29095
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
29096
quotewise
Discover, verify, and explore 600K curated quotes from a massive database of au…
D 40 25 0 81
29097
regenique
Elegance Claim
AI-powered commerce API for luxury skincare shopping. Enables AI agents to sear…
D 40 25 0 81
29098
xiaobenyang-com
rfc-server Claim
Search and fetch RFCs by keyword or number. Jump directly to specific sections …
D 40 25 0 81
29099
ezbiz-services
Analyze competitive landscapes, market trends, and industry opportunities to in…
D 40 25 0 81
29100
found402
pii-scrubber Claim
Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before …
D 40 25 0 81
Showing 29051–29100 of 66549 servers
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