MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52101
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
52102
godson
godson_123 Claim
N/A N/A 95
52103
doc2mcp
uagents Claim
MCP server for uagents documentation, generated by doc2mcp.
52104
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
52105
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
52106
BxNxM
micrOSMCP Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
52107
petersenmatthew
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
N/A N/A
52108
QalaLabs
Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
52109
corewebvitals
coredash Claim
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from r…
52110
AviHack
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
52111
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
52112
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
52113
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
52114
hhszzzz
taibu Claim
Enables traditional Chinese metaphysics tools like Bazi, Ziwei, and Qimen via M…
52115
geoffmcc
sidekick Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
52116
ForLegalAI
Let your AI assistant create professional Office documents — PowerPoint, Word, …
52117
SuperInstance
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
52118
octolens
Octolens Claim
Stop context-switching between work and social platforms. Monitor brand mention…
N/A N/A 95
52119
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
52120
dsblank
Enables natural language queries about family tree data from a Gramps genealogy…
N/A N/A
52121
contacto291
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
52122
healthymind-tech
Integrates Taiwan health data and international medical standards, providing 28…
52123
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
52124
bilal07karadeniz
Grafyx Claim
Enables AI coding assistants to understand codebase architecture in real time b…
N/A N/A
52125
CSOAI-ORG
meal-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52126
raihan0824
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
52127 N/A N/A 95
52128
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
52129
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
52130
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
52131
FreeGuy-AI
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
N/A N/A
52132
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
52133
DaniAkash
mac-mcp Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
N/A N/A
52134
CSOAI-ORG
markdown-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52135
hunterzai16z
49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in…
52136
rajdeepmondaldotcom
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
N/A N/A
52137
tanayshah11
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
N/A N/A
52138
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
N/A N/A
52139
oaslananka
kicad-studio Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
N/A N/A
52140
bossdong955
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
52141
CSOAI-ORG
Llm Compliance Comparison tools for AI agents. Capabilities: compare providers,…
N/A N/A
52142
migratorywhale
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
N/A N/A
52143
snjyor
Provide real-time cryptocurrency market data from Binance directly to AI agents…
N/A N/A 95
52144
BinaryVortex
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
N/A N/A
52145
uyuni-project
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
52146
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
52147
htooayelwinict
A lightweight MCP server that enables AI coding assistants to interact with Ope…
52148
CSOAI-ORG
lead-scoring-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52149
microsoft
windows_mcp Claim
N/A N/A 95
52150
KEY60228
Enables MCP clients to access and read mdbook documentation, including structur…
N/A N/A
Showing 52101–52150 of 54421 servers