MCP Server Quality Scores
Independent quality analysis of 60956 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28051 |
xSkill AI
Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
|
D 40 2⁄5 | ||||||||
| 28052 |
Glazyr Viz
Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
|
D 40 2⁄5 | ||||||||
| 28053 |
Norman
Claim
Manage business finances by tracking transactions, clients, and categories. Str…
|
D 40 2⁄5 | ||||||||
| 28054 |
snapcall-test2
Claim
Create instant Snapcall call links and recording sessions to capture photos and…
|
D 40 2⁄5 | ||||||||
| 28055 |
MisarMail
Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
|
D 40 2⁄5 | ||||||||
| 28056 |
Data Converter
Claim
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
|
D 40 2⁄5 | ||||||||
| 28057 |
HefestoAI
Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
|
D 40 2⁄5 | ||||||||
| 28058 |
hipaa-agent
Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
|
D 40 2⁄5 | ||||||||
| 28059 |
C++ Core Guidelines
Claim
Enforce consistent C++ style and best practices across your codebase. Analyze n…
|
D 40 2⁄5 | ||||||||
| 28060 |
Shield
Claim
Protect digital identities and infrastructure by scanning for data breaches, ma…
|
D 40 2⁄5 | ||||||||
| 28061 |
Applify
Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
|
D 40 2⁄5 | ||||||||
| 28062 |
Ghost Protocol
Claim
# MCP Directory Submissions
This page tracks Ghost Protocol MCP listing readin…
|
D 40 2⁄5 | ||||||||
| 28063 |
Get product information, features, pricing, licensing FAQs, and role-specific b…
|
D 40 2⁄5 | ||||||||
| 28064 |
MolTrust
Claim
Register and verify decentralized identities to establish secure, trusted inter…
|
D 40 2⁄5 | ||||||||
| 28065 |
weathernws
Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
|
D 40 2⁄5 | ||||||||
| 28066 |
Fal
Claim
Create and edit high-quality media across various formats including images, vid…
|
D 40 2⁄5 | ||||||||
| 28067 |
Nephyr Backtest
Claim
Prediction market strategy backtesting with real on-chain Polymarket data
|
D 40 2⁄5 | ||||||||
| 28068 |
analog-mcp
Claim
Query real-time US data and AI-analyzed attributes across the country.
|
D 40 2⁄5 | ||||||||
| 28069 |
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
|
D 40 2⁄5 | ||||||||
| 28070 |
Prompt Injection Detector is a stateless security microservice built for the ag…
|
D 40 2⁄5 | ||||||||
| 28071 |
Parsel
Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
|
D 40 2⁄4 | ||||||||
| 28072 |
Shoptera
Claim
Shoptera Product Intelligence
Search product catalogs across thousands of Centr…
|
D 40 2⁄5 | ||||||||
| 28073 |
UML-MCP
Claim
UML-MCP Server is an MCP (Model Context Protocol) powered diagram generation se…
|
D 40 2⁄5 | ||||||||
| 28074 |
Agents @Kopern.ai
Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
|
D 40 2⁄5 | ||||||||
| 28075 |
cancer-support-hub
Claim
Search 585+ free cancer support resources across Washington State in 7 languages
|
D 40 2⁄4 | ||||||||
| 28076 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
|
D 40 2⁄5 | ||||||||
| 28077 |
StudioMeyer MCP Suite
Claim
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
|
D 40 2⁄4 | ||||||||
| 28078 |
Create, schedule, and analyze content to grow your professional presence. Gener…
|
D 40 2⁄5 | ||||||||
| 28079 |
Technical Analysis
Claim
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
|
D 40 2⁄5 | ||||||||
| 28080 |
Social Intel MCP
Claim
Search Instagram leads by follower counts — find accounts that follow your comp…
|
D 40 2⁄5 | ||||||||
| 28081 |
Zerion API
Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
|
D 40 2⁄5 | ||||||||
| 28082 |
Multi-Translator
Claim
Translate text into multiple languages while maintaining specific tones or styl…
|
D 40 2⁄5 | ||||||||
| 28083 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
|
D 40 2⁄5 | ||||||||
| 28084 |
mcp-serp
Claim
|
D 40 2⁄5 | ||||||||
| 28085 |
CreateOS MCP
Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
|
D 40 2⁄5 | ||||||||
| 28086 |
Agentic News
Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
|
D 40 2⁄5 | ||||||||
| 28087 |
CigarFinder
Claim
Search over 68,000 cigars from 17+ trusted retailers to find specific brands, s…
|
D 40 2⁄5 | ||||||||
| 28088 |
discource-mcp-tools
Claim
Manage and explore forum communities by searching topics, reading posts, and vi…
|
D 40 2⁄5 | ||||||||
| 28089 |
esrp-oss-mcp-test
Claim
The ESRP OSS MCP server exposes tools to discover & validate trusted Microsoft …
|
D 40 2⁄5 | ||||||||
| 28090 |
MoneyChoice
Claim
Provides institutional macroeconomic forecasts across commodities, currencies, …
|
D 40 2⁄5 | ||||||||
| 28091 |
MCP server for Google Drive API v3 : search, read, create, share, and manage fi…
|
D 40 2⁄5 | ||||||||
| 28092 |
Useful AI
Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
|
D 40 2⁄5 | ||||||||
| 28093 |
mcp-veo
Claim
|
D 40 2⁄5 | ||||||||
| 28094 |
atv
Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
|
D 40 2⁄5 | ||||||||
| 28095 |
sg-finance-data-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28096 |
AgentSIM
Claim
Real SIM-backed phone numbers for AI agents. Provision a real mobile number, ca…
|
D 40 2⁄5 | ||||||||
| 28097 |
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
|
D 40 2⁄5 | ||||||||
| 28098 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 28099 |
assetjay
Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
|
D 40 2⁄5 | ||||||||
| 28100 |
AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+…
|
D 40 2⁄5 | ||||||||