MCP Server Quality Scores

Independent quality analysis of 60956 public MCP servers

60956
Discovered
29977
Scored
2112
Verified
16953
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28051
hexiaochun
xSkill AI Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
D 40 25 0 81
28052
glazyr
Glazyr Viz Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
D 40 25 0 81
28053
norman
Norman Claim
Manage business finances by tracking transactions, clients, and categories. Str…
D 40 25 0 81
28054
pierre
Create instant Snapcall call links and recording sessions to capture photos and…
D 40 25 0 81
28055
misarmail
MisarMail Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 40 25 0 81
28056
data-transform-agent
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
D 40 25 0 81
28057
artvepa80
HefestoAI Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
D 40 25 0 81
28058
hipaaagent
hipaa-agent Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
D 40 25 0 81
28059
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
28060
ShieldAPI
Shield Claim
Protect digital identities and infrastructure by scanning for data breaches, ma…
D 40 25 0 81
28061
omnivibes
Applify Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
D 40 25 0 81
28062
ghostprotocol
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readin…
D 40 25 0 81
28063
theconstructionstandard
Get product information, features, pricing, licensing FAQs, and role-specific b…
D 40 25 0 81
28064
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
28065
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
28066
aiamindennapokban
Fal Claim
Create and edit high-quality media across various formats including images, vid…
D 40 25 0 81
28067
clm-studios
Prediction market strategy backtesting with real on-chain Polymarket data
D 40 25 0 81
28068
dhanaway
analog-mcp Claim
Query real-time US data and AI-analyzed attributes across the country.
D 40 25 0 81
28069
web3auth
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
D 40 25 0 81
28070
found402
Prompt Injection Detector is a stateless security microservice built for the ag…
D 40 25 0 81
28071
ahutto87
Parsel Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
D 40 24 0 81
28072
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
D 40 25 0 81
28073
antoinebou12
UML-MCP Claim
UML-MCP Server is an MCP (Model Context Protocol) powered diagram generation se…
D 40 25 0 81
28074
kopern
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
D 40 25 0 81
28075
sigaihealth
Search 585+ free cancer support resources across Washington State in 7 languages
D 40 24 0 81
28076
emmanuel
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
D 40 25 0 81
28077
studiomeyer
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
D 40 24 0 81
28078
writio
Create, schedule, and analyze content to grow your professional presence. Gener…
D 40 25 0 81
28079
ta-mcp
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
D 40 25 0 81
28080
socialinteldev
Search Instagram leads by follower counts — find accounts that follow your comp…
D 40 25 0 81
28081
Zerion
Zerion API Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
D 40 25 0 81
28082
translator-mcp
Translate text into multiple languages while maintaining specific tones or styl…
D 40 25 0 81
28083
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
D 40 25 0 81
28084
acedatacloud-mcp
mcp-serp Claim
D 40 25 0 81
28085
nodeops
CreateOS MCP Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
D 40 25 0 81
28086
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
D 40 25 0 81
28087
cigarfinder
CigarFinder Claim
Search over 68,000 cigars from 17+ trusted retailers to find specific brands, s…
D 40 25 0 81
28088
king-of-the-grackles
Manage and explore forum communities by searching topics, reading posts, and vi…
D 40 25 0 81
28089
sravanism
The ESRP OSS MCP server exposes tools to discover & validate trusted Microsoft …
D 40 25 0 81
28090
MoneyChoice_MCP
MoneyChoice Claim
Provides institutional macroeconomic forecasts across commodities, currencies, …
D 40 25 0 81
28091
node2flow
Google Drive Claim 1
MCP server for Google Drive API v3 : search, read, create, share, and manage fi…
D 40 25 0 81
28092
useful-ai
Useful AI Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
D 40 25 0 81
28093
acedatacloud-mcp
mcp-veo Claim
D 40 25 0 81
28094
aarna-ai
atv Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
D 40 25 0 81
28095 D 40 25 0 81
28096
agentsim
AgentSIM Claim
Real SIM-backed phone numbers for AI agents. Provision a real mobile number, ca…
D 40 25 0 81
28097
arabimaak
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
D 40 25 0 81
28098
lexq-io
LexQ Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
D 40 25 0 81
28099
AssetJay
assetjay Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
D 40 25 0 81
28100
info-kk33
AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+…
D 40 25 0 81
Showing 28051–28100 of 60956 servers
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