MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27701
mailerastro
MailerAstro Claim
Send transactional emails and manage bulk distributions using your wallet addre…
D 40 25 0 81
27702
maryadawson-code
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
D 40 24 0 81
27703
pierre
htt Claim
Create instant call links for Snapcall conversations. Start assist recordings t…
D 40 25 0 81
27704
clpi
clpi-clp-mcp Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
D 40 25 0 81
27705
atakanelik34
neo-x402-mcp Claim
8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto…
D 40 25 0 81
27706
cuilabs
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
D 40 25 0 81
27707
yakenator
Web Auditor Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
D 40 25 0 81
27708
rdassignies
openlegi Claim
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre -…
D 40 25 0 81
27709
bopmarket
BopMarket MCP server gives AI agents full marketplace access: search products a…
D 40 25 0 81
27710
enji
Search Enji’s blog, Q&A, and help center to find grounded, source-backed answer…
D 40 25 0 81
27711
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
27712
himaan4149-kv55
pretext-pdf Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
D 40 25 0 81
27713
a-ariff
Manage your Canvas coursework with quick access to courses, assignments, and gr…
D 40 25 0 81
27714
swell
Archetype Claim
Streamline your sales hiring process by generating custom interview scripts tai…
D 40 25 0 81
27715
kamath
Browserbase Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
D 40 25 0 81
27716
fhl
Quickly access any Bible verse or passage on the FHL site with a clean, readabl…
D 40 25 0 81
27717
craftsw-rjso
mcp Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
D 40 25 0 81
27718
ikra
Math & Logic Claim
Solve complex algebraic equations, simplify expressions, and perform calculus o…
D 40 25 0 81
27719
Pratiksha-Kanoja
Create polished slide decks from text or YouTube links in seconds. Fetch video …
D 40 25 0 81
27720
nodeops
CreateOS MCP Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
D 40 25 0 81
27721
figmatoazure
Get product information, features, pricing, workflow guides, and FAQs for Figma…
D 40 25 0 81
27722
clm-studios
Nephyr Risk Claim
Prediction market risk management — Kelly sizing, EV calculation, drawdown prot…
D 40 25 N/A 0 81
27723
victor
musashi Claim
D 40 25 0 81
27724
WinStackMCP
GetWinnyMCP Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
D 40 25 0 81
27725
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 25 0 81
27726
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
D 40 25 0 81
27727
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
27728
santiago.blanco.vilchez
Create new tenants and seed or update their document templates. Sign in securel…
D 40 25 0 81
27729
jlalbany
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
D 40 24 0 81
27730
stackdump
Pflow Claim
Petri net tools for Claude: validate, simulate, analyze, generate code, compose…
D 40 25 0 81
27731 D 40 25 0 81
27732
global-database
Access comprehensive company data including financial records, ownership struct…
D 40 25 0 81
27733
aleatoric
Aleatoric Claim
Aleatoric Engine is deterministic market simulation infrastructure for generati…
D 40 25 0 81
27734
luthfirizky777
mcp-test Claim
Track real-time crypto prices, market caps, and trends across any asset. Analyz…
D 40 25 0 81
27735
arjunkmrm
Navigate and understand GitHub repository documentation effortlessly by retriev…
D 40 25 0 81
27736
glmarket2007-m1qh
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
D 40 25 0 81
27737
data-mindset
Create and manage Google Forms to run surveys and collect data. Add text and mu…
D 40 25 0 81
27738
f11m4at4
Perform quick addition, subtraction, multiplication, and division. Streamline n…
D 40 25 0 81
27739
guillermo-ap5g
buda-mcp Claim
Real-time market data from Buda.com — prices, order books, trades, and volume f…
D 40 25 0 81
27740
vinaybhosle
Freightgate Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
D 40 25 0 81
27741
boar-network
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
D 40 25 0 81
27742
info-4x29
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
D 40 25 0 81
27743
checkra1neth
xbird-mcp Claim
Manage your social presence by posting tweets, threads, and media directly from…
D 40 25 0 81
27744
global-chat
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
D 40 25 0 81
27745
web3auth
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
D 40 25 0 81
27746
Implem
Pleasanter MCP - You can perform data operations on Pleasanter directly from VS…
D 40 25 0 81
27747
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
D 40 25 0 81
27748
brightdata
One MCP for the Web. Easily search, crawl, navigate, and extract websites witho…
D 40 25 0 81
27749
skr-cloudify
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
D 40 25 0 81
27750
luis.ticas1
vsfclub2 Claim
D 40 25 0 81
Showing 27701–27750 of 46053 servers
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