MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
29988
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29001
fabsforward2-zhoi
sbb-mcp Claim
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — …
F 30 35 10 0 81
29002
emmanuel
weatherdemo Claim
Access authoritative U.S. weather alerts, forecasts, radar, and observations fr…
F 30 35 10 0 81
29003
fortuneflick
Admaxxer Claim
AI-powered DTC analytics & ads manager for Meta + Google
F 30 35 10 0 81
29004
cloudnerve
Identifies SEO content gaps by comparing your work against top-ranking competit…
F 30 35 10 0 81
29005
omegamemory
Omega Claim
Maintain persistent project context by storing decisions, lessons, and task che…
F 30 35 10 0 81
29006
microchipgnu
twitter-api Claim
F 30 35 10 0 81
29007
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 35 10 0 81
29008
node2flow
Binance TH Claim 1
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
F 30 35 10 0 81
29009
analog
Analog Claim
Access and analyze real-time geographic sensor data across various global locat…
F 30 35 10 0 81
29010
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
29011
arjunkmrm
Search millions of public GitHub repositories for real-world code patterns and …
F 30 35 10 0 81
29012
saurabhsharma2u
The verified hub for conferences and journals. Powered by AI to match your scho…
F 30 35 10 0 81
29013
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
F 30 35 10 0 81
29014
axel-belfort
Weather data API for AI agents. Current conditions and 7-day forecast for any l…
F 30 35 10 0 81
29015
lenderwiki
LenderWiki Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
F 30 35 10 0 81
29016
martin111ma-za5d
Verified knowledge base for AI Agents — certified Swiss facts, no hallucination…
F 30 35 10 0 81
29017
panchanga
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
F 30 35 10 0 81
29018
muellah24
BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and …
F 30 35 10 0 81
29019
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
F 30 35 10 0 81
29020
jefferythewind
WarpGBM Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
F 30 35 10 0 81
29021
frenexai
frenex.ai Claim
Participate in prediction markets and share analytical opinions to build credib…
F 30 35 10 0 81
29022
heather-macavelia
Search and retrieve structured data on AI agents for business automation. Filte…
F 30 35 10 0 81
29023
ateam-ai
ADAS Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
F 30 35 10 0 81
29024
arkroute
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
F 30 35 10 0 81
29025
easynode
🖥️ Let AI Agents Buy & Manage Cloud Infrastructure with x402 protocol. …
F 30 35 10 0 81
29026
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
29027
Himalayas
Search remote jobs, post job listings, find remote candidates, check salary ben…
F 30 35 10 0 81
29028
HUMANIFIED
Conducts deep, structured research using a specialized 7-step methodology to en…
F 30 35 10 0 81
29029
octomil
Octomil Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
F 30 35 10 0 81
29030
dizzydes
0pi Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
F 30 35 10 0 81
29031
creator35lwb-web
Validate concepts end-to-end across innovation, ethics, and security. Identify …
F 30 35 10 0 81
29032
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
F 30 35 10 0 81
29033
rainbowgore
Tracks tech news and web signals to identify unannounced product launches. Anal…
F 30 35 10 0 81
29034
SubQuery-Network
Query SubQuery’s indexed blockchain data to get precise answers and insights fa…
F 30 35 10 0 81
29035
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
29036
kishvisamadd
vsf-club Claim
F 30 35 10 0 81
29037
axiora
Axiora Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
F 30 35 10 0 81
29038
kyomi
Kyomi Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
F 30 35 10 0 81
29039
FaresYoussef94
A fully managed remote MCP server that provides up-to-date documentation, code …
F 30 35 10 0 81
29040
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
29041
xiaobenyang-com
Convert markdown into polished Notion pages while preserving structure and form…
F 30 35 10 0 81
29042
agentclear-ai
Access 60+ paid API services through a single API key with sub-cent micropaymen…
F 30 35 10 0 81
29043
ybolduc
Detect hidden FX fees on international bank transfers in 30 seconds. Score 1-1…
F 30 35 10 0 81
29044
vercel
Vercel Grep Claim
Search millions of public GitHub repositories for real-world code patterns and …
F 30 35 10 0 81
29045
aiamindennapokban
Manage and query Hungarian invoice data directly through the National Tax and C…
F 30 35 10 0 81
29046
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
29047
metrxbot
Metrx Claim
Monitor and optimize the operational costs of large language model deployments …
F 30 35 10 0 81
29048
howard-eridani
Discover and download a variety of assets including prompts, skills, and connec…
F 30 35 10 0 81
29049
eliekfouri-g8h8
Acesso ao inventário de imóveis da RE/MAX Studio 76, imobiliária premium em São…
F 30 35 10 0 81
29050
azmartone67
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
F 30 35 10 0 81
Showing 29001–29050 of 61045 servers
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