MCP Server Quality Scores

Independent quality analysis of 64827 public MCP servers

64827
Discovered
30779
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29751
jonwlee-dev
Vibe BI MCP Claim
Ask business questions in plain English. Get instant answers from your database…
F 30 35 10 0 81
29752
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
29753
mobiletextalerts
sms-mcp Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
F 30 35 10 0 81
29754
preston
Danube Claim
The App Store for Agent Tools
F 30 35 10 0 81
29755
knitify
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
F 30 35 10 0 81
29756
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
F 30 35 10 0 81
29757
kongyo2
Search Zod v4 documentation and public references. Ask targeted questions about…
F 30 35 10 0 81
29758
lekt9
Unreel Claim
Create high-quality videos directly from natural language scripts and text desc…
F 30 35 10 0 81
29759
jmrp
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
F 30 35 10 0 81
29760
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
29761
axel-belfort
Regex testing API for AI agents. Test regex patterns against strings: get all m…
F 30 35 10 0 81
29762
civicteam
nexus Claim
Zero-setup MCP gateway securely connecting AI to your tools with authentication…
F 30 35 10 0 81
29763
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
29764
securelend
AI-powered financial services marketplace connecting borrowers with 200+ lender…
F 30 35 10 0 81
29765
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
29766
axel-belfort
Email verification API for AI agents. Validate any email address in real-time w…
F 30 35 10 0 81
29767
node2flow
Binance TH Claim 1
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
F 30 35 10 0 81
29768
bubblyphone
Make AI phone calls from any AI assistant. BubblyPhone's MCP server lets you ma…
F 30 35 10 0 81
29769 F 30 35 10 0 81
29770
shittuay
DevOps Agent Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
F 30 35 10 0 81
29771
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 35 10 0 81
29772
grelfswap
GrelfSwap Claim
Trade tokens and manage assets on the Hedera network through direct integration…
F 30 35 10 0 81
29773
housingassist
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
F 30 35 10 0 81
29774
socialapi
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
F 30 35 10 0 81
29775
scrayle
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
F 30 35 10 0 81
29776
nostrband
servicegraph Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
F 30 35 10 0 81
29777
nwokikeonyeka
# Flet MCP Server [![PyPI Version](https://img.shields.io/pypi/v/flet-mcp-serv…
F 30 35 10 0 81
29778
ezbiz-services
EzBiz SEO Claim
Improve search engine rankings by researching keywords and analyzing search res…
F 30 35 10 0 81
29779
AITutor3
Calculator Claim
Perform quick, reliable arithmetic including addition, subtraction, multiplicat…
F 30 35 10 0 81
29780
browserless
MCP server for Browserless.io: scrape and automate any site, bypass captchas an…
F 30 35 10 0 81
29781
smithery-ai
Node.js server for filesystem operations, including reading/writing files and m…
F 30 35 10 0 81
29782
glassnode
Glassnode Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
F 30 35 10 0 81
29783
mesquared
Check how visible a business website is to AI search engines like ChatGPT, Perp…
F 30 35 10 0 81
29784
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 35 10 0 81
29785
ladourv-hkzl
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
F 30 35 10 0 81
29786
janpansky
dssd Claim
Streamline workflows by connecting your app’s data and actions directly into yo…
F 30 35 10 0 81
29787
satoshidata
Bitcoin wallet intelligence API. Identify any Bitcoin address — entity, categor…
F 30 35 10 0 81
29788
refetch
Refetch Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
F 30 35 10 0 81
29789
dsersx
🚀 The Professional Dropshipping MCP Server for DSers Automation. Import produc…
F 30 35 10 0 81
29790
Stratalize
Zero-storage MCP privacy proxy — PII tokenized before AI inference. ML-DSA-65 s…
F 30 35 10 0 81
29791
agonzalez
MCP Seeker Claim
Search hotels by city, state, country, or geolocation and explore detailed prop…
F 30 35 10 0 81
29792
agentclear-ai
Access 60+ paid API services through a single API key with sub-cent micropaymen…
F 30 35 10 0 81
29793
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
29794
smithery-ai
Provide real-time and forecast weather information for locations in the United …
F 30 35 10 0 81
29795
ybouane
Create videos from text prompts and optional reference images. Track progress a…
F 30 35 10 0 81
29796
jlazoff
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
F 30 35 10 0 81
29797
mifactory-bot
Mifactory Claim
Transform documents into machine-readable specifications optimized for automate…
F 30 35 10 0 81
29798
emmanuel
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
F 30 35 10 0 81
29799
node2flow
Youtube Claim 1
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
F 30 35 10 0 81
29800
twohalves
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
F 30 35 10 0 81
Showing 29751–29800 of 64827 servers
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