MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12101
amornpan
MySQL MCP Server Claim 1
Enables secure interaction with MySQL databases, allowing AI assistants to list…
C 62 55 78 32 15 81 93
12102
Preston-Harrison
Enables secure filesystem operations with directory sandboxing and optional rea…
C 62 54 60 32 N/A 23 95 93
12103
awslabs
Log Analyzer with MCP Claim 1
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
C 62 55 57 33 63 81 83
12104
AronMav
Enables Claude and other MCP clients to analyze and describe images using the Q…
C 62 55 66 43 19 81 94
12105
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 68 21 81 83
12106
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
12107
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
12108
mindfullabai
Integrates the YearAtAGlance calendar with AI assistants to manage events, cate…
C 62 66 90 62 0 31 81 100
12109
shivamxtech
Kafka MCP Server Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 55 58 28 47 80 99
12110
chakri01
Enables semantic search and conversational querying across a personal research …
C 62 55 76 28 21 80 99
12111
nananaman
DuckDB-RAG-MCP-Sample Claim 1
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
C 62 55 39 56 39 81 96
12112
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 55 60 53 39 80 74
12113
helloHupc
Pixabay MCP Server Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 55 54 37 45 82 91
12114
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
12115
joelklabo
Maximum Sats Claim
Bitcoin & Lightning Network AI tools with native Lightning L402 micropayments.
C 62 66 72 63 0 60 82 98
12116
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
12117
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
12118
cdnguy425
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 67 27 81 81
12119
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
12120
purebaba
Mercari MCP Server Claim 2
An MCP server that enables users to search for products on the Mercari marketpl…
C 62 55 57 53 18 83 89
12121
uzaysozen
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
C 62 55 60 33 47 81 90
12122
DigiBugCat
FMP MCP Server Claim
Provides financial data from Financial Modeling Prep for AI-assisted investment…
C 62 55 60 41 33 82 90
12123
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
12124
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
C 62 54 66 27 N/A 33 90 91
12125
HeurisTech
Gmail MCP Server Claim
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
C 62 55 74 37 21 80 90
12126
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
12127
AndrewDavidRivers
A Model Context Protocol server for coordinating multiple parallel agents worki…
C 62 54 53 28 N/A 35 95 100
12128
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
12129
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 54 54 35 N/A 41 95 82
12130
BACH-AI-Tools
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
C 62 55 41 100 45 81 38
12131
JHSeo-git
My First MCP Claim
Create and manage your own Model Context Protocol server effortlessly. Integrat…
C 62 54 50 52 N/A 42 95 71
12132
adhikasp
MCP Weather Server Claim 1
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
C 62 55 66 32 38 81 92
12133
mitchhankins01
oura-ring-mcp Claim
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analy…
C 62 64 90 67 0 40 75 94
12134
rainbowgore
Stealthee MCP Claim
Enables detection and analysis of pre-public product launches through web searc…
C 62 66 78 71 0 48 81 91
12135
biocypher
Karenina MCP Claim
Enables natural language querying of Karenina benchmark verification results st…
C 62 55 72 31 24 81 93
12136
helenkwok
Fragment MCP Server Claim 1
A Model Context Protocol server that enables working with Building Information …
C 62 55 47 52 46 81 88
12137
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
12138
chaitanyaiscoding
An MCP server designed to automate Django database setup and management, includ…
C 62 54 57 45 N/A 22 80 99
12139
hevener10
A server that implements a checklist management system with features like task …
C 62 55 72 75 N/A 13 95 35
12140
Sauravmehto
Provides comprehensive stock analysis tools for real-time market data, technica…
C 62 55 60 38 25 83 100
12141
derekrbreese
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
C 62 64 88 43 0 62 90 91
12142
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 55 54 63 28 81 77
12143
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
12144
jjmerri
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
C 62 55 62 40 21 81 100
12145
GitramaLLC
gitrama-mcp Claim
C 62 55 72 10 55 81 97
12146
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
12147
yeonkyu-git
MCP Prometheus Claim 1
An MCP server for Prometheus-based monitoring that enables users to query syste…
C 62 55 57 42 32 82 92
12148
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
12149
clicks-protocol
mcp-server Claim
Autonomous DeFi yield for AI agents on Base. Query APY, simulate splits, manage…
C 62 55 96 0 N/A 54 61 100
12150
prajwalnayak7
MCP Server Redis Claim
A server that provides Claude with Redis database access and operations through…
C 62 55 60 27 44 80 99
Showing 12101–12150 of 30006 servers
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