MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
SPAIK-io
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
C 62 55 72 65 52 80 35
11902
aantti
mcp-netbird Claim 1
MCP Server for Netbird
C 62 55 77 37 46 81 61
11903
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11904
aukik
Enables AI agents to interact with your personal WhatsApp account to search mes…
C 62 55 62 82 N/A 29 90 31
11905
EtanHey
cmuxlayer Claim
Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages w…
C 62 54 76 0 N/A 57 87 95
11906
cr7258
A Model Context Protocol server that enables AI models to perform real-time int…
C 62 55 49 31 56 82 97
11907
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
11908
smallwhitelz
Weather MCP Server Claim 1
An MCP server integrated with the QWeather API that provides real-time weather …
C 62 54 41 62 N/A 27 94 83
11909
Fewsats
Sherlock Domains MCP Claim 1
An MCP server that enables users to buy and manage domains through Claude.
C 62 54 57 35 N/A 29 95 90
11910
xinkuang
Access real-time and historical market data for China A-shares and Hong Kong st…
C 62 66 70 60 0 75 81 93
11911
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
11912
AlexanderCohen
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
C 62 55 48 66 26 84 82
11913
moneypiaorui
ROS MCP Server Claim
Enables control of ROS/ROS2 robots through natural language commands by transla…
C 62 55 60 37 45 81 85
11914
lcfranca
Frankfurter Forex MCP Claim 1
An MCP server that provides currency rates, conversions, and historical exchang…
C 62 55 33 67 38 82 92
11915
appieschot
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
C 62 55 33 55 46 83 100
11916
ricleedo
Enables storing and retrieving information using vector embeddings with semanti…
C 62 55 54 100 26 81 37
11917
ajot
Enables domain availability checking through dual verification using WHOIS look…
C 62 55 66 36 19 82 100
11918
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 55 70 82 N/A 25 94 22
11919
jabberjabberjabber
LLM Jukebox Claim
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
C 62 54 62 31 N/A 24 89 97
11920
nexus-aissam
MCP Start App Claim 1
A comprehensive local file management and system operations server that provide…
C 62 54 66 36 N/A 20 90 91
11921
akshyaganesh
Enables AI agents to manage VMware vSphere virtual infrastructure through compr…
C 62 55 60 43 22 80 100
11922
ampcome-mcps
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
C 62 55 60 46 24 80 94
11923
y-moriya
A sample Model Context Protocol server built with Hono framework that provides …
C 62 54 60 51 N/A 24 95 71
11924
thiagovictorino
Enables multiple Claude Code instances to collaborate in real-time through chan…
C 62 55 48 51 39 81 91
11925
rainbowgore
Stealthee MCP Claim
Enables detection and analysis of pre-public product launches through web searc…
C 62 66 78 71 0 48 81 91
11926
ggumgil
Enables access to Korean public data services through OpenAPI integration. Supp…
C 62 54 68 41 N/A 24 95 73
11927
evangstav
Personal MCP Server Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 55 45 58 29 82 92
11928
danielscholl
A task tracking and backlog management tool that enables AI assistants to creat…
C 62 55 68 36 21 81 94
11929
Muzain187
TG_MCP Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 55 72 22 40 76 97
11930
Preston-Harrison
Enables secure filesystem operations with directory sandboxing and optional rea…
C 62 54 60 32 N/A 23 95 93
11931
Roland0511
A Model Context Protocol server that enables AI assistants to interact with Fei…
C 62 55 47 41 66 81 82
11932
taiste
Harvest MCP Server Claim
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
C 62 55 56 36 51 81 89
11933
adhikasp
MCP Weather Server Claim 1
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
C 62 55 66 32 38 81 92
11934
0GiS0
Demonstrates how to implement sampling in MCP servers, allowing tools to reques…
C 62 54 60 27 N/A 30 95 94
11935
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 55 72 36 32 80 82
11936
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11937
kukapay
blockbeats-mcp Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 55 57 31 43 83 97
11938
ivanmartinezmorales
RabbitMQ MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to i…
C 62 55 39 100 N/A 22 95 40
11939
prithvi-seri
Enables secure file management operations within a documents folder, including …
C 62 54 60 35 N/A 16 95 99
11940
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11941
prashalruchiranga
arXiv MCP Server Claim 1
A Model Context Protocol server that enables natural language interaction with …
C 62 55 57 30 46 81 99
11942
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
11943
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
11944
kukapay
uniswap-pools-mcp Claim 1
An MCP server for querying Uniswap pools/pairs by token address, delivering cle…
C 62 55 49 43 39 81 97
11945
grrek
mcp-wacli Claim 1
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
C 62 54 51 43 N/A 29 90 93
11946
Artin0123
Analyze images and videos with Gemini to get fast, reliable visual insights. Ha…
C 62 66 78 75 0 46 81 91
11947
maxim-saplin
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
C 62 54 60 22 N/A 42 95 91
11948
peterableda
Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to…
C 62 55 62 27 47 81 95
11949
purebaba
Mercari MCP Server Claim 2
An MCP server that enables users to search for products on the Mercari marketpl…
C 62 55 57 53 18 83 89
11950
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 54 72 20 N/A 26 95 92
Showing 11901–11950 of 66495 servers
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