MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8101
alesanabriav7
Enables users to retrieve current weather information for any city location. Pr…
C 69 54 72 47 N/A 22 95 100
8102
brandao-20
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
C 69 55 72 100 24 81 48
8103
markswendsen-code
mcp-turo Claim 2
An MCP server for automating Turo peer-to-peer car rental interactions using st…
C 69 54 69 57 N/A 30 87 92
8104
Arclio
github-projects-mcp
C 69 55 72 46 47 81 98
8105 C 69 54 52 71 N/A 28 92 98
8106
smadi0x86
MDB-MCP Claim
Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for b…
C 69 54 66 33 N/A 63 90 96
8107
trymonoly
Kali-Mcp-Toolkit Claim 1
An MCP server that exposes over 500 Kali Linux security tools to AI models for …
C 69 54 51 66 N/A 45 88 94
8108
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 55 79 52 37 74 95
8109
daikw
Notes MCP Server Claim 1
A simple note storage system that lets users create and summarize notes with va…
C 69 54 78 52 N/A 17 90 97
8110
heniv96
🤖 AI-powered Kubernetes management with 37+ tools via natural language. Transfo…
C 69 54 76 26 N/A 55 95 95
8111
iramk11
Claude Data Buddy Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 54 76 52 N/A 19 95 92
8112
tijs
MCP Sound Tool Claim
A Model Context Protocol implementation that plays sound effects (completion, e…
C 69 55 54 82 N/A 61 95 51
8113
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 54 88 43 N/A 19 92 89
8114
theYahia
Enables speech recognition, synthesis, and voice listing via Yandex SpeechKit A…
C 69 44 47 58 83 91
8115 C 69 54 60 66 N/A 20 90 100
8116
aj-bartocci
SpyNet Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
C 69 55 96 65 N/A 32 95 36
8117
nordeim
Provides AI agents like Claude with secure, controlled access to network securi…
C 69 55 72 67 24 80 91
8118
sfyyy
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
C 69 55 72 55 41 81 92
8119
go-delve
MCP server to communicate with DAP servers allowing AI Agents the ability to de…
C 69 54 84 33 N/A 58 92 75
8120
JJVvV
A Model Context Protocol server that provides real-time database schema informa…
C 69 55 65 61 41 80 92
8121
Coder-RL
A production-ready MCP server ecosystem providing Claude AI with 150+ specializ…
C 69 54 90 36 N/A 31 87 93
8122
almide
Almide MCP Server Claim
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
C 69 54 62 61 N/A 35 87 93
8123
stackai
Enables users to connect and run Stack AI workflows directly through MCP-compat…
C 69 55 78 57 32 81 86
8124
alondmnt
Joplin MCP Server Claim 1
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
C 69 54 56 46 N/A 83 78 95
8125
CalvinMagezi
MTS MCP Server Claim 1
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
C 69 55 84 58 24 74 95
8126
SauravPahadia
Enables access to Oura Ring health data including sleep patterns, activity metr…
C 69 55 66 65 26 81 98
8127
HeroSizy
cucumberstudio Claim 2
MCP server for Cucumber Studio - test scenarios, action words, and execution da…
C 69 55 77 87 N/A 64 92 14
8128
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 55 66 56 47 81 92
8129
MCPmed
STRING-MCP Claim 1
A Model Context Protocol server that provides tools for interacting with the ST…
C 69 55 77 56 37 80 89
8130
Zhuoli
Provides read-only access to native macOS system utilities including disk manag…
C 69 55 54 82 N/A 26 95 81
8131
jwaldor
Puppeteer MCP Server Claim 1
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
C 69 54 72 50 N/A 20 95 98
8132
sorodriguezz
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
C 69 55 72 100 25 81 47
8133
nkapila6
mcp-local-rag Claim
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
C 69 54 64 31 N/A 77 91 88
8134
mohit-novo
A TypeScript implementation of a Model Context Protocol server providing read-o…
C 69 55 78 100 20 81 45
8135
poly-mcp
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Mod…
C 69 54 67 50 N/A 45 87 95
8136
Nicolas-One
Provides comprehensive Redis database operations supporting all major data type…
C 69 55 72 57 53 81 80
8137
yuhuacheng
A server that lets you get customized music recommendations from TIDAL based on…
C 69 55 72 48 44 81 97
8138
BaoBao112233
Enables control of OXII smart home devices through the Model Context Protocol, …
C 69 55 66 66 22 81 100
8139
hencydsouza24
A modular Model Context Protocol server implementation using Express.js that pr…
C 69 55 66 65 26 81 100
8140
leomercier
MCP Tunnel Claim
A simple MCP server that allows accessing and executing shell commands on a VM …
C 69 55 82 57 21 81 93
8141
LeanMCP
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
C 69 64 84 68 0 81 92 99
8142
baadir
searxng-mcp Claim 1
An MCP server that wraps a local SearXNG instance to provide private, customiza…
C 69 54 57 56 N/A 50 92 92
8143
marcellodesales
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
C 69 55 78 67 21 81 85
8144
jcvalerio
MoneyWiz MCP Server Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 54 63 56 N/A 37 95 91
8145
rnaga
WordPress MCP Server Claim 2
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
C 69 54 73 67 N/A 30 69 95
8146
robotmem
robotmem Claim
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
C 69 54 76 37 N/A 62 95 73
8147
appleinmusic
Enables AI assistants to perform intelligent web searches using the Baidu Wenxi…
C 69 55 72 68 39 81 74
8148
aYon1997
Sends periodic system notifications to remind users to take breaks and move aro…
C 69 55 74 87 N/A 57 95 21
8149
AM1010101
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
C 69 55 78 52 27 81 100
8150
aliyun
PolarDB-X MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 69 55 75 48 52 76 90
Showing 8101–8150 of 58073 servers
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