MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13701
kasinathnalla
MCP-Add-Weather Claim
A multi-agent system that connects a math server and weather server, allowing u…
C 56 55 50 27 23 81 99
13702
c4pt0r
mcp-server-tidb Claim
TiDB database integration with schema inspection and query capabilities
C 56 55 54 22 40 69 98
13703
MarcinDudekDev
Search Hacker News, Bluesky, and Substack from a single MCP interface
C 56 66 90 42 0 27 80 92
13704
toshihikoyanase
Mong MCP Server Claim
Provides a moby-like random name generator through the Model Context Protocol, …
C 56 55 54 12 37 81 100
13705
shree-bd
IntelliGlow Claim
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
C 56 55 42 36 18 80 100
13706
fairyming
Suricata MCP Claim 2
An MCP server for validating Suricata rule syntax and testing rules against pca…
C 56 54 63 0 N/A 27 89 98
13707
EmanManco
Enables AI agents to fetch real-time weather data for any location using the Op…
C 56 55 48 17 44 81 97
13708
aech-ai
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…
C 56 55 51 32 20 81 94
13709
joelGuerraArias
Enables automated sending of institutional emails via Gmail SMTP with authentic…
C 56 55 54 32 25 81 85
13710
AI-Hub-Admin
Provides real-time stock price data from global markets, including the US, Chin…
C 56 55 54 27 24 81 89
13711
Papasmurf79
A beginner-friendly collection of MCP server implementations demonstrating calc…
C 56 55 60 15 22 84 97
13712
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13713
Charlesthebird
mymcpservercli Claim 1
A Model Context Protocol server framework featuring dynamic tool loading and au…
C 56 55 45 25 27 82 100
13714
getDynamoi
Dynamoi Claim
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
C 56 66 84 10 0 65 89 95
13715
allentcm
Enables semantic search and retrieval of code files using embeddings stored in …
C 56 55 60 22 20 76 99
13716
obisagno
Apple MCP Claim
Enables AI interaction with native macOS applications including Messages, Notes…
C 56 66 78 37 0 48 76 98
13717
JoelRevLai
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
C 56 54 30 45 N/A 14 95 92
13718
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 66 54 60 0 56 81 90
13719
twelve2five
An MCP server that enables AI assistants to create and run Processing sketches …
C 56 54 33 26 N/A 39 95 94
13720
flipcoin-fun
flipcoin Claim
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
C 56 55 76 0 N/A 35 71 96
13721
franccesco
YNAB Assistant Claim
Enables AI assistants to interact with YNAB budgets through natural language. S…
C 56 55 66 32 26 81 65
13722
kukapay
solana-launchpads-mcp Claim 1
An MCP server that tracks daily activity and graduate metrics across multiple S…
C 56 55 45 27 38 81 93
13723
IndigoProtocol
indigo-mcp Claim
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
C 56 66 72 25 0 75 82 92
13724
SpaceStation09
News Feed MCP Claim
Enables users to access up-to-date news through RSS feeds and read full article…
C 56 55 54 22 24 83 93
13725
theailanguage
terminal_server Claim 1
MCP server that can execute terminal commands
C 56 55 43 25 N/A 31 81 100
13726
VienLi
lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to…
C 56 66 56 57 0 51 80 97
13727
MarcinMalczewski
A simple Model Context Protocol (MCP) server that provides date and time functi…
C 56 55 56 27 16 81 97
13728
Laity624
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 56 55 39 57 26 78 75
13729
6June6
UniCloudDB-MCP Claim 1
A database operation tool for uniCloud based on MCP protocol that allows AI ass…
C 56 55 54 82 42 80 14
13730
DivyanshKushwaha
GitHub MCP Server Claim
A modular command processor server that enables interaction with GitHub's REST …
C 56 55 48 33 21 81 94
13731
kkarra111
An MCP server that enables Microsoft Copilot Studio to fetch and deliver variou…
C 56 55 45 17 44 81 100
13732
Miles0sage
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
C 56 55 70 0 28 81 98
13733
linkcd
Tibber MCP Claim 1
MCP Server for Tibber, a Norwegian power supplier. The Tibber MCP server provi…
C 56 54 41 20 N/A 42 95 87
13734
xlengelle-sf
This MCP server provides tools to interact with the Salesforce Agentforce API, …
C 56 55 48 35 19 76 98
13735
verbart
tradernet-mcp Claim 1
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
C 56 64 63 68 0 32 75 96
13736
msabramo
A Model Control Protocol server template deployed on Vercel that demonstrates M…
C 56 66 66 62 0 21 84 97
13737
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13738
trakru
Provides AI assistants with intelligent access to ML textbook content for creat…
C 56 55 48 33 24 81 91
13739
ubie-oss
A server that enables document searching using Vertex AI with Gemini grounding,…
C 56 66 96 38 0 59 81 64
13740
anilsharmay
Enables users to create rich country profiles by searching for high-quality ima…
C 56 55 56 22 25 81 94
13741
yuyao1999
RT-Prompt-MCP Claim 1
A Model Context Protocol server that provides specialized prompt suggestions fo…
C 56 55 45 82 N/A 22 95 24
13742
samvas-codes
dawshund_mcp Claim 1
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…
C 56 55 55 32 16 80 92
13743
WinstonFassett
Sonos MCP Server Claim
A server that allows you to control and interact with Sonos devices on your net…
C 56 55 48 27 22 81 100
13744
sourabharsh
A Model Context Protocol server implementation designed to run on Cloudflare Wo…
C 56 55 39 57 26 80 77
13745
jameskanyiri
Daraja MCP Claim 2
A Model Context Protocol server that integrates AI applications with Safaricom'…
C 56 55 45 41 25 78 87
13746
Isaac-theori
An educational MCP server demonstrating common security vulnerabilities like co…
C 56 54 50 21 N/A 27 95 84
13747
ctvidic
Whoop MCP Server Claim 1
A Model Context Protocol server that provides language models with access to pe…
C 56 55 39 41 18 80 100
13748
growley
Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime que…
C 56 66 72 72 0 27 81 78
13749
TaskBeacon
PsyFlow-MCP Claim
A lightweight FastMCP server that enables language models to discover, clone, t…
C 56 55 42 82 48 81 21
13750
chatkausik
Chess MCP Server Claim
Enables AI assistants to play, analyze, and track chess games with full rule va…
C 56 55 56 17 24 83 100
Showing 13701–13750 of 33790 servers
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