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
9651
kingbbs
yiditu-mcp Claim
I Ching hexagram analysis and geographic feng shui for Taiwan locations
C 67 66 90 76 0 71 81 86
9652
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
9653
ryan-haver
Fusebase MCP Server Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 54 88 27 N/A 32 87 94
9654
hsu-aut
Enables LLMs to interact with the Blocksworld Simulation to perform block manip…
C 67 55 54 55 45 82 97
9655
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
9656
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9657
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
9658
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9659
ivanbtrujillo
MCP Server Example Claim
A basic MCP server template that can be integrated with Cursor to enable AI too…
C 67 54 50 61 N/A 26 94 100
9660
Kylejeong2
Automate Twitter interactions by posting tweets, replying, and searching tweets…
C 67 55 54 68 N/A 26 81 98
9661
BACH-AI-Tools
Enables web scraping, crawling, structured data extraction, and browser automat…
C 67 55 74 82 47 81 42
9662
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
9663
LBJWt
FFmpeg MCP Tool Claim
Enables image and video processing through FFmpeg, including compression, forma…
C 67 54 72 51 N/A 19 95 87
9664
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
9665
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9666
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
9667
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
9668
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
9669
Processori7
SQL MCP Server Claim
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
C 67 55 78 53 19 81 94
9670
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
9671
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
9672
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9673
jkingsman
Enables search, exploration, and analysis of all QAnon posts for sociological s…
C 67 54 64 32 N/A 43 95 98
9674
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
9675
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
9676
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
9677
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9678
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
9679
devonmojito
A Model Context Protocol (MCP) server written in Python for natural language in…
C 67 55 69 40 N/A 56 81 92
9680
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9681
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9682
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
9683
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9684
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9685
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
9686
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
9687
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
9688
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
9689
Buu-AI
Buu AI MCP Server
C 67 55 56 67 44 81 84
9690
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
9691
renant
A Model Context Protocol server that enables AI tools to interact with TabNews,…
C 67 55 63 100 46 81 32
9692
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
9693
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 55 66 65 29 76 91
9694
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9695
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
9696
GeorgeNance
An MCP server that enables AI assistants to access real-time Hacker News data i…
C 67 55 57 91 47 81 54
9697
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9698
qso-graph
qrz-mcp Claim
QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ X…
C 67 54 66 43 N/A 38 94 91
9699
mario-andreschak
Provides image recognition capabilities using Anthropic Claude Vision and OpenA…
C 67 55 72 41 41 81 94
9700
Erredebe
Travel MCP Claim
A comprehensive travel planning copilot that provides geographic data, weather …
C 67 55 54 68 24 81 99
Showing 9651–9700 of 30006 servers
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