MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9551
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9552
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9553
herring101
Docs-MCP Claim 1
An MCP server that allows users to efficiently search and reference user-config…
C 67 55 39 82 68 81 70
9554
erikhoward
adls-mcp-server Claim 1
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/…
C 67 55 53 43 62 82 100
9555
mahdin75
gis-mcp Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 55 64 33 N/A 74 82 87
9556
fluxinc
DICOM MCP Server Claim 1
A connectivity testing server that enables DICOM network operations (like C-ECH…
C 67 54 78 30 N/A 35 95 91
9557
relaxcloud-cn
MCP Port Scanner Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 55 80 28 53 81 90
9558
dannywillowliu-uchi
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
C 67 54 60 28 N/A 64 95 93
9559
devonmojito
A Model Context Protocol (MCP) server written in Python for natural language in…
C 67 55 69 40 N/A 56 81 92
9560
Sunwood-ai-labs
aira-mcp-server Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 54 57 60 N/A 60 90 70
9561
BeehiveInnovations
PAL MCP Server Claim
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
C 67 55 96 40 70 81 40
9562
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9563
JarvisOnM4
MCP server for AI agents to report infrastructure needs they encounter during t…
C 67 54 51 52 N/A 47 90 95
9564
Aganium
agenium-mcp-server Claim
Bridge MCP servers to the AGENIUM agent:// network via DNS discovery
C 67 66 94 72 0 55 80 99
9565
Inflectra
mcp-server-spira Claim 1
A Model Context Protocol (MCP) server enabling AI assistants to interact with S…
C 67 54 72 37 N/A 51 85 90
9566
samusilv
Growth Hacker MCP Claim
Enables creators and marketers to generate viral social media hooks, format tex…
C 67 55 72 83 N/A 24 95 43
9567
ujs204
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 33 N/A 43 95 97
9568
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9569
robobobby
mcp-danish-energy Claim 1
Provides access to Danish energy data from Energinet, including real-time elect…
C 67 55 66 56 30 82 92
9570
tesla0225
MCP Create Server Claim 1
A dynamic service that creates and manages Model Context Protocol (MCP) servers…
C 67 55 78 75 47 81 41
9571
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9572
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9573
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9574
Omar-V2
mcp-ical Claim 2
A Model Context Protocol Server that allows you to interact with your MacOS Cal…
C 67 54 57 60 N/A 49 92 75
9575
tuanle96
Odoo MCP Server Claim 2
An MCP server implementation that integrates with Odoo ERP systems, enabling AI…
C 67 55 51 62 67 80 79
9576
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9577
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9578
kitsanannam-hue
minimax-mcp Claim
C 67 54 66 43 N/A 45 90 89
9579
thadius83
OpenAI MCP Server Claim 1
Enables integration with OpenAI models through the MCP protocol, supporting con…
C 67 55 86 38 34 81 89
9580
tolatolatop
A FastMCP-based server providing a comprehensive toolset for the RunningHub AI …
C 67 55 54 66 30 80 99
9581
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 55 72 87 26 81 55
9582
meinzeug
MCP AI Bug Helper Claim
Provides emergency coding assistance by querying three AI coding models simulta…
C 67 55 60 71 31 81 82
9583
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9584
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9585
Leee62
PickAPIcon MCP Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 55 66 100 40 81 37
9586
luis0794
Violett MCP Server Claim 2
A Model Context Protocol server that provides tools for fetching and posting HT…
C 67 55 75 100 26 81 36
9587
voska
hass-mcp Claim 1
Home Assistant MCP Server
C 67 55 59 41 N/A 68 81 93
9588
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9589
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
9590
ucalyptus
Prem AI MCP Server Claim 1
Integrate seamlessly with Prem AI's powerful features for chat completions and …
C 67 55 57 72 N/A 30 80 90
9591
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9592
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9593
angrysky56
Narrative Graph MCP Claim 1
A Model Context Protocol server implementing the Random Tree Model for encoding…
C 67 55 63 100 N/A 23 95 34
9594
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9595
first-it-consulting
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to fetch current wea…
C 67 55 63 46 43 81 100
9596
theYahia
huntflow-mcp Claim 1
MCP server for HuntFlow ATS API — vacancies, candidates, applicants for recruit…
C 67 44 45 N/A N/A 58 83 87
9597
veonua
smartthings-mcp Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 55 50 66 42 81 93
9598
michaelkrasa
Provide seamless access to Alpha ESS solar inverter and battery system data for…
C 67 55 62 41 N/A 50 81 100
9599
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9600
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
Showing 9551–9600 of 30006 servers
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