MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24681
Scored
1286
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16451
moneyforward-i
Admina MCP Server Claim 1 2
Enables interaction with the Admina API to manage and query organizational SaaS…
F 25 55 78 75 76 82 65
16452
mmarqueti
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
F 25 55 84 70 35 76 95
16453
mustafa-boorenie
Twilio SMS Server Claim 2
Enables AI assistants to send SMS messages via Twilio through the Model Context…
F 25 55 62 62 42 76 100
16454
SmartManoj
Count occurrences of any character in your text instantly. Toggle case sensitiv…
F 25 54 60 40 N/A 24 90 97
16455
1mcp-app
agent Claim 1
A unified Model Context Protocol server implementation that aggregates multiple…
F 25 55 96 40 96 82 89
16456
floriansmeyers
Claude Runner MCP Claim 2 3
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
F 25 55 45 31 48 76 95
16457
hawkli-1994
MCP4Meme Claim 1
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
F 25 55 56 41 30 80 96
16458
ArcadeAI
arcade-mcp Claim 1
The best way to create, deploy, and share MCP Servers
F 25 54 76 58 N/A 83 87 95
16459
olwalgeorge2
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
F 25 55 78 68 24 76 94
16460
handaas
Enables comprehensive patent information queries and analytics including fuzzy …
F 25 66 60 40 0 19 76 48
16461
guillaumeboniface
fal-mcp Claim 2 3
An MCP server that integrates fal.ai's image generation and editing capabilitie…
F 25 66 57 41 0 30 77 85
16462
Jemo69
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
F 25 55 60 0 30 78 98
16463
pinkpixel-dev
mem0-mcp Claim 1
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model co…
F 25 55 96 68 N/A 63 76 90
16464
Polaralias
Manage your daily status, work availability, and location history to provide re…
F 25 66 42 45 0 32 77 96
16465
xiaobenyang-com
Logo-Analyze Claim 2 3
An MCP server for intelligent logo extraction and processing, supporting automa…
F 25 66 57 66 0 50 74 12
16466
Ebop14
Slander MCP Claim 1 3
An MCP server that retrieves and ranks humorous roasts, jokes, and memes about …
F 25 55 63 73 27 80 89
16467
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
16468
bubilife1202
CrossFin Claim 1 2
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid …
F 25 66 100 86 87 70 61 99
16469
funchs
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
F 25 55 96 60 47 71 88
16470
mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
F 25 54 78 56 N/A 55 87 98
16471
jhigh1594
Enables AI-powered competitor monitoring and daily schedule optimization by int…
F 25 55 72 37 22 78 84
16472
synthetic-ci
Vibe Marketing MCP Claim 1
Provides AI clients with access to proven social media hooks, copywriting frame…
F 25 66 78 10 0 33 82 94
16473
hide-org
Hide Claim 2 5
A MCP server for Hide – headless IDE for coding agents.
F 25 55 69 41 40 76 87
16474
mountainmystic
Hedera Toolbox Claim 1 2
Production MCP server giving AI agents metered access to live Hedera blockchain…
F 25 55 94 10 45 69 96
16475
angrysky56
This server enables users to download entire websites and their assets for offl…
F 25 54 96 22 N/A 47 89 91
16476
zhangning77-tech
Xray MCP Server Claim 1
Enables vulnerability scanning of web applications using the xray security scan…
F 25 55 72 20 16 69 90
16477
HagaiHen
Integrates with Facebook Pages to enable direct management of posts, comments, …
F 25 55 60 27 43 78 99
16478
poof-bg
Enables AI assistants to remove backgrounds from images using the Poof API via …
F 25 66 92 80 100 33 80 96
16479
appian-design
Provides access to Appian's Aurora design system documentation via GitHub, enab…
F 25 55 76 68 46 77 97
16480
ronantakizawa
GIS Data Conversion MCP Claim 1 4
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
F 25 55 81 100 N/A 44 92 44
16481
alexcong
Gemini DeepSearch MCP Claim 2
An automated research agent that leverages Google Gemini models and Google Sear…
F 25 55 60 52 40 78 92
16482
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
16483
mikeroussell
Nano Banana MCP Server Claim 1 2
Enables AI image generation, editing, and composition using Google's Gemini ima…
F 25 55 72 71 27 80 92
16484
xiaotonng
lc2mcp Claim 1
Convert LangChain tools to FastMCP tools
F 25 54 86 70 N/A 63 89 90
16485
Dradebo
DHIS2 MCP Server Claim 1 3
Enables comprehensive interaction with DHIS2 health information systems through…
F 25 55 92 65 41 78 35
16486
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16487
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16488
sunbeibei-hub
TripNow (航班管家) Claim 2 3
Provides real-time flight and train ticket queries, live status tracking, and a…
F 25 66 78 70 80 25 76 64
16489
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16490
makenotion
Notion MCP Server Claim 1 4
An MCP server that enables AI assistants to interact with the Notion API, allow…
F 25 55 77 67 81 80 34
16491
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16492
ariadng
metatrader-mcp-server Claim 1
Enable AI LLMs to execute trades using MetaTrader 5 platform
F 25 54 84 68 N/A 73 87 99
16493
gotoolkits
wecombot Claim 1 3
An MCP server application that sends various types of messages to the WeCom gro…
F 25 55 69 58 55 76 96
16494
shinzo-labs
CoinMarketCap MCP Claim 1
Access the complete CoinMarketCap API with 20+ basic endpoints and 50+ total, i…
F 25 55 74 82 N/A 79 80 90
16495
xiaobenyang-com
Generate-Echarts Claim 2
MCP ECharts is a dynamic chart generation and data analysis tool based on Apach…
F 25 55 72 65 N/A 50 71 71
16496
barateza
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
F 25 55 64 30 66 80 92
16497
jamiew
Monarch MCP Server Claim 1
Access Monarch financial data — accounts, transactions, budgets, and more
F 25 64 88 48 0 73 74 93
16498
HuaweiCloudDeveloper
mcp-server Claim 1
Provide different cloud products MCP Server tools to help developers manage …
F 25 54 94 66 N/A 56 87 99
16499
megachadxyz
MegaChad Claim 1
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
F 25 66 92 100 94 45 78 99
16500
sysam68
PlantUML MCP Server Claim 1
Converts PlantUML snippets into shareable diagrams with support for capability …
F 25 55 78 40 66 76 98
Showing 16451–16500 of 33332 servers
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