MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5401
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5402
kaeljune
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
B 73 55 78 100 N/A 23 95 50
5403
gyanaranjans
Browser MCP Claim
Enables AI applications to automate your existing browser using your logged-in …
B 73 54 68 58 N/A 37 95 99
5404
yuru-sha
MCP MySQL Server Claim
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
B 73 55 80 56 59 81 88
5405
SunWooBang
Jira MCP Server Claim 1
Connects Jira with Claude, enabling users to search issues, view issue details,…
B 73 55 80 65 43 78 94
5406
Kalvisan
GuardianMCP Claim
Automatically scans project dependencies (npm, Composer) for security vulnerabi…
B 73 55 84 51 53 81 91
5407
blink-new
Browser MCP Claim 2
An MCP server for browser automation using Puppeteer that enables AI assistants…
B 73 54 75 57 N/A 45 84 100
5408
ali-kamali
Transform your codebase into an intelligent knowledge base for AI-powered devel…
B 73 54 84 41 N/A 54 89 93
5409
n24q02m
wet-mcp Claim 1
MCP server for web search, content extraction, academic research, and library d…
B 73 54 73 58 N/A 84 77 79
5410
openSVM
solana mcp sever to enable solana rpc methods
B 73 54 86 36 N/A 61 95 87
5411
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 55 66 62 56 83 99
5412
Phoenixrr2113
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
B 73 55 90 57 34 81 94
5413
engboustani
Rasmio MCP Server Claim
Provides access to the Rasmio API for searching and retrieving detailed informa…
B 73 55 70 68 42 81 100
5414
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5415
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 55 90 82 N/A 40 95 40
5416
OkGoDoIt
beemcp Claim
BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Be…
B 73 54 88 40 N/A 42 90 100
5417
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5418
ANSH-RIYAL
MCP-RAG Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
B 73 55 90 61 16 80 100
5419
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5420
lev-corrupted
Provides read-only portfolio management and analytics across Binance, Coinbase,…
B 73 55 94 52 27 80 100
5421
WeatherXM
WeatherXM Pro MCP Server
B 73 55 76 72 40 81 86
5422
vibeforge1111
XMCP Claim
A comprehensive MCP server for X/Twitter featuring over 70 tools for research, …
B 73 55 86 43 53 78 100
5423
instructa
YouTube Music MCP Claim
A simple MCP server that allows AI assistants like Cursor or Claude Desktop to …
B 73 55 58 93 32 76 100
5424
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5425
umuterturk
Proto Server Claim
Enables AI assistants to explore and understand Protocol Buffer (.proto) files …
B 73 54 100 27 N/A 42 95 94
5426
the-freetech-company
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
B 73 55 66 70 52 74 100
5427
samy-clivolt
Reddit MCP Server Claim
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
B 73 55 84 58 47 81 90
5428
kea0811
IG Trading MCP Claim
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
B 73 55 78 71 28 81 95
5429
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5430
kcodes0
inked Claim 1
inked
B 73 55 86 65 30 82 90
5431
GetSherlog
Sherlog MCP Claim
Provides persistent IPython shell sessions per conversation with DataFrame-cent…
B 73 55 92 46 44 81 95
5432
GrahamMcBain
The world's first social network accessible only through AI coding agents, enab…
B 73 55 78 71 24 81 98
5433
kompallik
Atlassian MCP Server Claim 1
Provides integration with Atlassian products through the Model Context Protocol…
B 73 55 86 67 16 80 100
5434
ramgeart
Provides a universal bridge to interact with any OpenAI-compatible LLM API (loc…
B 73 55 84 75 24 81 84
5435
olivio-git
Enables inventory management through MongoDB with tools for creating, listing, …
B 73 55 86 61 27 81 99
5436
samos123
PPTX MCP Server Claim
A FastMCP-powered server for programmatically creating, editing, and rendering …
B 73 54 88 36 N/A 43 95 98
5437
InfinitIQ-Tech
Jira MCP Server Claim 1
A Model Context Protocol server that enables interaction with Jira's REST API u…
B 73 55 77 62 45 80 96
5438
smcdonnell7
Meeting Chief Lite Claim 1
Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite …
B 73 55 94 62 24 80 87
5439
weero-finance
KaiaFun MCP Claim 1
An MCP server that enables token listing, trading, and interaction with the Kai…
B 73 55 75 62 55 77 95
5440
cvanputt
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
B 73 55 78 66 27 81 100
5441
ampcome-mcps
A server implementation that enables LLMs to interact with Salesforce data thro…
B 73 54 74 61 N/A 43 87 96
5442
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5443
SirTenzin
An unofficial MCP server that provides an interface to access the Autumn pricin…
B 73 55 68 70 38 81 100
5444
marcelo-ochoa
qnap Claim 1
MCP server for QNAP NAS API
B 73 54 65 58 N/A 57 87 98
5445
manish6007
Integrates Redshift database query capabilities with vector-based knowledgebase…
B 73 55 72 82 36 80 87
5446
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5447
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5448
NeoTecDigital
MCP Shamash Claim
Enables security auditing, penetration testing, and compliance validation with …
B 73 55 90 58 35 81 87
5449
micky-devs
Sonarr MCP Server Claim
Enables AI assistants to manage TV series collections through Sonarr's API usin…
B 73 55 86 67 21 81 98
5450
joshhmann
OSRS MCP Server Claim
This server enables interaction with the Old School RuneScape (OSRS) Wiki API a…
B 73 54 66 65 N/A 53 90 90
Showing 5401–5450 of 30006 servers
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