MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21851
hbd
anki-mcp Claim 1
An MCP server that enables Claude Code to create, manage, and search Anki flash…
D 45 43 33 28 N/A 24 92
21852
sivakumarl
An open standard server implementation that enables AI assistants to directly a…
D 45 44 56 12 23 81
21853
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 43 33 33 N/A 16 95
21854
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 44 42 25 25 84
21855
q275212
Enables AI assistants to control a browser through a set of tools, allowing the…
D 45 43 42 17 N/A 21 95
21856
Talhelf
Provides real-time statistics and market insights for the adult entertainment i…
D 45 44 48 22 24 81
21857
Brano80
Veridion Nexus MCP server - GDPR Art. 44-49 runtime compliance for AI agents
D 45 33 24 N/A N/A 31 83
21858
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 44 48 25 21 81
21859
mjbeatty89
mcp Claim
D 45 33 22 N/A N/A 15 95
21860
rithik-perera
Enables natural language analysis of Azure usage data from CSV files, providing…
D 45 44 48 23 21 80
21861
ssm32613-ui
me Claim
D 45 33 18 N/A N/A 24 95
21862
tanghui886
MCP Weather Claim
Enables querying 7-day weather forecasts for Chinese cities and regions by scra…
D 45 44 42 17 37 81
21863
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 44 48 17 30 81
21864
tulong66
Enables LLMs to perform sophisticated web searches through proxy servers using …
D 45 44 48 27 13 82
21865
ThinAirTelematics
A Model Control Protocol server that enables AI assistants to control a browser…
D 45 43 42 15 N/A 21 95
21866
nikhilkumaragarwal-shyftlabs
A secure server that enables code execution in isolated Docker environments, su…
D 45 43 42 23 N/A 12 95
21867
OrphicOne-Platform
vigo-mcp Claim
AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance qu…
D 45 55 60 35 0 43 81
21868
KhaiHuynhVN
AI Interaction Tool Claim 1
An MCP server that provides an interactive PyQt5 UI for enhanced model communic…
D 45 43 27 30 N/A 33 90
21869
brandontomlin2
Enables searching and accessing ArXiv research papers with advanced query capab…
D 45 44 42 31 19 81
21870
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 44 35 43 21 78
21871
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 43 46 12 N/A 22 95
21872
faruklmu17
Enables web browser automation and inspection using structured data instead of …
D 44 43 42 12 N/A 21 95
21873
bobmaertz
Enables AI assistants to interact with Bitbucket Cloud repositories, allowing u…
D 44 44 24 48 23 81
21874
aliaksandr-liapin
A production-ready MCP server that enables users to interact with Neo4j databas…
D 44 44 42 27 25 78
21875
dineshrapid
Enrich contact records with phone, email, and address details from Enformion. V…
D 44 43 24 28 N/A 29 95
21876
analytics
analytics Claim 1
D 44 33 18 N/A N/A 18 95
21877
ricardobarreto-vitai
A multi-purpose MCP server for AI-powered healthcare assistance that processes …
D 44 44 42 28 21 81
21878
ag2-mcp-servers
An MCP server that provides access to Mastercard's BIN Table Resource API, allo…
D 44 44 45 27 21 76
21879
wanglei318
A Flask-based web application that provides a simple task management system wit…
D 44 44 50 17 19 81
21880
sihyuk-you
MCP-Foundry Claim
MCP Foundry
D 44 33 18 N/A N/A 18 95
21881
ssamjjcsh
autocal Claim
D 44 43 24 37 N/A 23 92
21882
istabraqruhaili
A simple demonstration MCP server built with FastMCP that exposes basic calcula…
D 44 43 34 17 N/A 27 95
21883
asklokesh
Uipath Claim 1
MCP server for UiPath API integration
D 44 43 45 10 N/A 32 87
21884
RomanHasanSourab
MemoraМCP Claim
An MCP-powered storage system for AI agents that provides IPFS-secured, verifia…
D 44 44 48 20 21 80
21885
agentmail-to
agentmail Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
D 44 55 48 57 0 34 80
21886
arbuthnot-eth
A Model Context Protocol server that provides comprehensive integration with Pa…
D 44 44 27 40 31 80
21887
ag2-mcp-servers
An MCP Server that enables interaction with the British Columbia Data Catalogue…
D 44 44 45 25 21 81
21888
ak125
MCP Server Claim
A centralized architecture that serves as the only data access layer between fr…
D 44 44 48 20 21 81
21889
aqaranewbiz
Enables interaction with MySQL databases through the Model Context Protocol, al…
D 44 44 48 28 22 71
21890
dsharipova
Create personalized greetings by name in the tone you choose. Get quick suggest…
D 44 55 44 65 0 24 81
21891
mrhavens
Titan MCP Claim
A unified browser automation protocol that connects AI agents to multiple autom…
D 44 43 60 0 N/A 28 80
21892
UteLar
sending mail automatically
D 44 33 18 N/A N/A 18 95
21893
riileyy
Naver Search Claim
네이버 실시간 검색을 할 수 있는 MCP 서버입니다.
D 44 43 24 40 N/A 16 95
21894
roblopez-qz
Weather MCP Server Claim
Provides weather information including alerts and forecasts for any location, w…
D 44 44 56 7 24 81
21895
hellokitty-v
Provide real-time access to United States weather data through the National Wea…
D 44 55 44 71 0 22 78
21896
rainhan99
A Model Context Protocol server for managing cloud servers, particularly Digita…
D 44 44 39 35 18 80
21897
dotku
mcp-glama-demo
D 44 43 38 22 N/A 13 95
21898
yalmeidarj
Provides real-time access to football (soccer) data including fixtures, standin…
D 44 44 48 15 28 82
21899
asklokesh
Rundeck Claim 1
MCP server for Rundeck API integration
D 44 43 45 10 N/A 32 87
21900
asklokesh
Tableau Claim 1
MCP server for Tableau API integration
D 44 43 45 7 N/A 32 87
Showing 21851–21900 of 30006 servers
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