MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13651
Zalmotek
A Model Context Protocol server that enables monitoring and remote control of N…
C 57 55 55 28 19 81 100
13652
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13653
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 55 36 58 9 81 94
13654
jakenuts
A CLI command execution server that enables running shell commands with structu…
C 57 64 78 50 0 23 95 92
13655
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13656
eDramas
MasterGo Magic MCP Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 66 76 65 0 25 81 88
13657
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 54 66 22 N/A 41 95 55
13658
hwibalyu
edinet-mcp Claim 1
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
C 57 55 39 46 25 82 93
13659
peterfabakker
Todo MCP Claim
A persistent todo list server that enables AI assistants to manage tasks across…
C 57 55 66 0 43 81 96
13660
kimbo128
drain-mcp Claim
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
C 57 66 90 46 0 45 64 98
13661
shadowfax92
MCP Apple Calendars Claim 2
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
C 57 55 39 82 N/A 23 95 33
13662
vandreus
UniFi MCP Server Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 66 60 70 0 27 81 100
13663
PuemMTH
mcp-commands Claim 1
An MCP server for tracking and managing AI command usage history using a Postgr…
C 57 55 51 25 30 80 100
13664
theburgerllc
A Model Context Protocol server that enables seamless integration between Claud…
C 57 66 51 73 0 45 81 99
13665
ryanmccauley
d2-mcp Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
C 57 66 66 66 0 32 81 96
13666
yura9011
Scythe MCP REAPER Claim
Enables AI-powered music composition and control for REAPER DAW through OSC and…
C 57 54 54 16 N/A 26 95 90
13667
eshlon
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 51 82 34 80 30
13668
Latinum-Agentic-Commerce
Weather MCP Tool Claim
A Model Context Protocol tool that provides weather information for cities, wit…
C 57 54 54 37 N/A 22 95 69
13669
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13670
mattcoatsworth
Zoom API MCP Server Claim 2
A comprehensive Model Context Protocol server that enables interaction with the…
C 57 55 56 82 25 82 27
13671
junmer
LottieFiles Server Claim
Search and retrieve Lottie animations effortlessly. Access detailed information…
C 57 66 78 52 0 40 81 92
13672
format37
Enables AI assistants to securely execute shell commands on local machines thro…
C 57 54 54 33 N/A 18 80 93
13673
CHOIJun-0613
A Model Context Protocol server that enables natural language querying of MySQL…
C 57 55 65 28 21 81 81
13674
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
13675
sandeep-equinix
An MCP server that provides access to jokes from three sources (Chuck Norris, D…
C 57 55 45 17 49 83 100
13676
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 55 33 82 N/A 41 95 27
13677
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
13678
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13679
keizman
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
C 57 55 54 33 46 81 72
13680
aviralksingh
MCP_Basics Claim
A crash course for Python developers on building and integrating Model Context …
C 57 54 40 22 N/A 39 95 91
13681
kevins-openclaw-lab
Provides AI agents with tools to interact with the Agora prediction market, all…
C 57 66 66 68 0 27 80 100
13682
akaramanapp
Greeting Claim
Enhance your applications with personalized greeting capabilities. Easily integ…
C 57 54 38 61 N/A 19 95 65
13683
xiaohui
Enables sending messages and scheduling reminders through multiple platforms in…
C 57 55 42 33 48 81 87
13684
o2alexanderfedin
MCP LinkedIn Claim 1
An MCP server that enables users to interact with LinkedIn feeds and search for…
C 56 55 39 37 45 74 89
13685
arkeodev
Provides a standardized protocol for tool invocation, enabling an AI system to …
C 56 55 78 33 43 76 41
13686
Vashistht
harcx-mcp Claim 1
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
C 56 55 33 37 40 82 92
13687
akream
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
C 56 55 54 22 23 81 100
13688
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
13689
msabramo
A Model Control Protocol server template deployed on Vercel that demonstrates M…
C 56 66 66 62 0 21 84 97
13690
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
13691
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13692
TaifAlsadoon
Enables AI models to access comprehensive Pokémon data from PokéAPI and simulat…
C 56 55 70 35 33 81 51
13693
chirag127
Provides advanced probabilistic decision-making algorithms including MDPs, MCTS…
C 56 66 84 56 0 31 81 79
13694
jameskanyiri
Daraja MCP Claim 2
A Model Context Protocol server that integrates AI applications with Safaricom'…
C 56 55 45 41 25 78 87
13695
CooKey-Monster
Ebay MCP Server Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 55 63 21 37 81 75
13696
trakru
Provides AI assistants with intelligent access to ML textbook content for creat…
C 56 55 48 33 24 81 91
13697
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
13698
fengshanshan
Discovers related blockchain addresses and domain names for web3 identities acr…
C 56 66 60 72 0 29 82 92
13699
kiyo-e
A Cloudflare Workers-based MCP server that provides current date and time infor…
C 56 66 54 60 0 45 81 100
13700
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
Showing 13651–13700 of 54421 servers
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