MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
zsembek
Cube.js MCP Server Claim
Enables AI assistants to query and analyze data from Cube.js analytics platform…
C 59 55 66 38 24 76 85
13102
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
13103
Rickeylaiii
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
C 59 55 74 30 20 71 93
13104
KodyMullins
Provides tools to query e-commerce data including customer information, order d…
C 59 54 54 20 N/A 24 95 100
13105
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 66 72 67 0 29 80 100
13106
fernandezpablo85
Polymarket MCP Tool Claim 1
A Model Context Protocol server that enables interaction with Polymarket predic…
C 59 54 47 22 N/A 38 95 96
13107
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
13108
kovoor
vueuse-mcp Claim
Search, browse, and get suggestions for VueUse composables
C 59 64 68 55 0 53 95 88
13109
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
13110
KennanYang
Enables generation of comprehensive financial reports for major companies like …
C 59 54 80 33 N/A 20 95 52
13111
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
13112
kukapay
An MCP server that delivers real-time market odds from Polymarket.
C 59 55 57 28 43 80 86
13113
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13114
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 54 78 48 N/A 29 80 48
13115
nictuku
A template repository for creating custom Model Context Protocol (MCP) servers …
C 59 54 60 27 N/A 39 94 75
13116
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
13117
BlinkVoid
PromptSmith Claim 1
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
C 59 55 53 17 53 84 93
13118
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 55 54 33 27 81 99
13119
zcaceres
easy-mcp Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 54 96 26 N/A 61 95 9
13120
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
13121
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 55 62 35 18 81 92
13122
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
13123
bble
Monad MCP Claim 1
An MCP server that allows querying MON token balances and NFT counts on the Mon…
C 59 55 39 58 30 83 83
13124
LebedAlIv2601
Provides weather forecast data for any location using the Open-Meteo API, retur…
C 59 66 84 68 0 27 81 89
13125
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
13126
slg1119
MySQL MCP Server Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 55 60 26 23 81 99
13127
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 54 54 40 N/A 21 92 81
13128
lethain
Library MCP Claim 1
An MCP server that enables interaction with Markdown knowledge bases, allowing …
C 59 54 41 33 N/A 29 95 100
13129
sebivarga
PostgreSQL MCP Server Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 55 54 51 27 67 94
13130
I4cTime
q-ring Claim
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
C 59 54 54 0 N/A 69 89 94
13131
srirama7
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
C 59 54 60 27 N/A 24 95 82
13132
clicon
Clixon MCP Server Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 55 54 41 27 80 91
13133
byrness
weather Claim 1
An MCP server for weather information.
C 59 55 29 100 N/A 26 95 37
13134
mackenzienolan
Enables Claude to read, create, and update Google Docs through OAuth authentica…
C 59 66 78 65 0 26 82 97
13135
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
13136
jeffrade
Demo MCP Server Claim
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
C 59 54 48 30 N/A 24 95 97
13137
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
13138
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13139
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
13140
nicolavs
Laundry Timer MCP Claim
Helps plan optimal laundry times by providing access to laundry preferences and…
C 59 54 54 20 N/A 24 95 98
13141
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13142
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
13143
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
13144
FelixYifeiWang
Streamline your workflow with Felix. Integrate it into your workspace and tailo…
C 59 66 66 75 0 34 82 97
13145
svngoku
A secure Docker-based environment that allows AI assistants to safely execute c…
C 59 55 60 35 21 76 95
13146
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13147
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
13148
yrannkv
mcp-edit-math Claim
Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcin…
C 59 54 54 32 N/A 49 87 74
13149
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
13150
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
Showing 13101–13150 of 56925 servers
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