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
9501
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9502
kingbbs
yiditu-mcp Claim
I Ching hexagram analysis and geographic feng shui for Taiwan locations
C 67 66 90 76 0 71 81 86
9503
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
9504
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
9505
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
9506
qwert666
Foundry MCP Server Claim 1
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
C 67 55 69 52 46 76 90
9507
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9508
linzele
Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistant…
C 67 55 78 48 25 76 96
9509
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 55 56 100 45 81 44
9510
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9511
marlinkcyber
Enables interaction with SpiderFoot's OSINT scanning capabilities through Claud…
C 67 55 72 43 39 81 93
9512
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
9513
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
9514
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
9515
devonmojito
A Model Context Protocol (MCP) server written in Python for natural language in…
C 67 55 69 40 N/A 56 81 92
9516
mmmaaatttttt
This server integrates with the Ticketmaster API to provide AI agents with real…
C 67 55 74 58 20 81 88
9517
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
9518
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
9519
kh-mahmoud
HTTP MCP Server Claim 1
An MCP server that enables AI assistants to fetch public GitHub repository list…
C 67 55 57 66 29 81 95
9520
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
9521
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
9522
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9523
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
9524
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
9525
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
9526
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9527
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
9528
anirban1592
MCP-AWS Claim
A custom server with tools that enable AI agents to provision and terminate AWS…
C 67 55 66 57 29 78 98
9529
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9530
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9531
Mistizz
Counts characters and words in both Japanese and English text files, with speci…
C 67 55 72 100 N/A 48 89 12
9532
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
9533
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9534
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9535
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 55 66 65 29 76 91
9536
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
9537
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
9538
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
9539
MCERQUA
Netlify MCP Server Claim 1
A Model Context Protocol server that allows management of Netlify sites, enabli…
C 67 55 85 32 44 81 87
9540
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
9541
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
9542
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
9543
carlosduplar
Delegation MCP Claim
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
C 67 55 60 91 N/A 46 95 35
9544
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9545
lucasmontano
MCP Montano Server Claim
A TypeScript-based server project that can be integrated with Cursor IDE as an …
C 67 54 62 52 N/A 34 94 89
9546
joeyballentine
Paint MCP Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
C 67 54 76 33 N/A 30 90 99
9547
kimasplund
MCP Pyrefly Claim 1
Integrates Pyrefly's real-time Python type checker with a gamification system t…
C 67 54 60 55 N/A 51 81 89
9548
Akshay-Quorum2145
Enables interaction with Azure DevOps work items through AI assistants like VS …
C 67 55 78 91 21 81 43
9549
YC-Agents-Hackathon
Enables web and local business searches through the Brave Search API. Provides …
C 67 55 78 53 23 81 91
9550
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
Showing 9501–9550 of 30006 servers
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