MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33651
srishtivverma
allai Claim
N/A N/A 95
33652 N/A N/A 95
33653
kodleae614
aw4eqwsd Claim
N/A N/A 95
33654
ziongh
app-seo-ai Claim
N/A N/A 95
33655
skyasu2
A natural language-based server analysis and monitoring system that automatical…
81
33656
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
33657
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
33658
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
33659
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
33660
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
33661
quinnbmay
n8n Claim
N/A N/A 95
33662
PierrunoYT
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
81
33663
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
33664
superyw123
teste Claim
N/A N/A 95
33665
samueldesignsa
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
N/A N/A 83
33666
mednabouli
Automatically generates typed React hooks for Next.js projects by crawling API …
N/A N/A 95
33667
automatikstudio
An MCP server that generates professional and context-aware responses to custom…
81
33668
unicrawler
v0-1-0 Claim
N/A N/A 95
33669
seungil
Jangteo Claim
N/A N/A 95
33670 N/A N/A 95
33671
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
81
33672
sharplygroup
XTBApiServer Claim 1
An MCP server that exposes the XTB trading API, allowing users to interact with…
81
33673 N/A N/A 95
33674 N/A N/A 95
33675
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
33676
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
33677
the-meta-value
quantum_echo Claim
N/A N/A 95
33678
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
33679
manar.benkraouda
browserbase Claim
N/A N/A 95
33680
lgodl7536
rsd-toy Claim
N/A N/A 95
33681
aaddrick
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
N/A N/A 95
33682
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
81
33683
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
33684
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
81
33685
opcastil11
mcp-prowl Claim
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
N/A N/A 95
33686 N/A N/A 95
33687
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
33688 N/A N/A 95
33689
patkretschmer
corviapp Claim
N/A N/A 95
33690
itskaransingh
Say Hello Claim
Greet people by name with a friendly message. Personalize interactions in chats…
N/A N/A 95
33691
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
33692
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
33693
AWS MCP Server Claim 1
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
N/A N/A 81
33694
manutout
allema Claim
N/A N/A 95
33695
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
N/A N/A 95
33696
andyc00ps
An MCP server that enables conversational access to Lumar SEO crawl data via it…
81
33697
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
33698
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
33699
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
33700
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
Showing 33651–33700 of 33745 servers