MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9101
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 55 78 50 29 81 93
9102
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
9103
DeamonDev888
WhatsApp MCP Server Claim 1
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
C 68 54 61 57 N/A 35 88 93
9104
stephenballot-ai
legacy-shield Claim 1
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
C 68 54 66 72 N/A 35 81 80
9105
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
9106
BhavinPatel04
Weather MCP Server Claim
Provides access to National Weather Service (NWS) data, enabling users to retri…
C 68 55 68 100 42 81 37
9107
anoopt
Provides real-time access to Transport for London data, enabling users to check…
C 68 55 84 91 28 81 36
9108
Cappahccino
Supabase MCP Server Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 55 75 46 42 82 91
9109
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 55 72 100 N/A 45 95 14
9110
pHequals7
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
C 68 55 77 100 22 81 37
9111
miames
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
C 68 55 78 53 22 81 97
9112
ryaker
Mem0 MCP Server Claim 1
A Model Context Protocol server that integrates AI assistants with Mem0.ai's pe…
C 68 55 69 41 59 81 91
9113
gen-pdf
Gen-PDF MCP Server Claim
Enables AI assistants to generate professional PDF documents from markdown cont…
C 68 55 48 72 53 78 93
9114
preshlele
Enables automated customer reminder management by connecting to Google Sheets t…
C 68 55 78 51 20 81 100
9115
QianYin-Zhou
trae-swagger-mcp Claim
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
C 68 54 78 72 N/A 32 82 61
9116
Diae-Louali
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through standard SQL o…
C 68 55 78 41 39 81 96
9117
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
9118
Raydius
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
C 68 55 60 45 62 81 94
9119
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
9120
IskanderAl
Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-a…
C 68 54 64 41 N/A 45 92 95
9121
davidkingzyb
SCAST MCP Server Claim 1
Converts code into UML diagrams and flowcharts through static analysis, enablin…
C 68 55 72 58 49 71 86
9122
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 55 84 82 N/A 25 95 32
9123
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
9124
junaidrahim
Provides real-time weather data and air quality information for geographic coor…
C 68 55 76 42 41 82 96
9125
itsuzef
AbletonMCP Enhanced Claim 1
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
C 68 54 78 33 N/A 46 89 90
9126
PrefectHQ
fastmcp Claim
🚀 The fast, Pythonic way to build MCP servers and clients.
C 68 64 72 65 0 88 95 98
9127
kongyo2
An MCP (Model Context Protocol) server for handling GitHub URLs with validation…
C 68 55 60 100 43 84 43
9128
Arindam200
Reddit MCP Server Claim 1
An MCP server that enables AI assistants to access and interact with Reddit con…
C 68 55 57 51 54 81 98
9129
RandyNorthrup
Enables comprehensive Windows desktop automation including screen capture, OCR …
C 68 54 90 61 N/A 67 95 15
9130
nanoseil
A Model Context Protocol server that enables running and managing long-running …
C 68 55 63 100 N/A 27 82 51
9131
ashishpatel26
A server exposing intelligent tools for enhancing RAG applications with entity …
C 68 55 74 56 18 81 98
9132
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
9133
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 55 80 100 20 80 39
9134
ricleedo
A starter template for building MCP (Model Context Protocol) servers that integ…
C 68 55 54 100 N/A 26 95 49
9135
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
9136
logos-42
Enables blockchain payment operations across multiple networks including Base, …
C 68 55 84 91 44 81 21
9137
yuki9541134
Redash MCP Server Claim
Enables interaction with Redash through its API to execute SQL queries, retriev…
C 68 55 60 60 38 83 98
9138
NakiriYuuzu
SwaggerMcp Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 55 78 72 42 81 57
9139
zxfgds
MCP Toolkit Claim 1
A comprehensive Model Context Protocol server implementation that enables AI as…
C 68 55 78 72 13 71 92
9140
jlcases
PAELLADOC Claim 2
A Model Context Protocol (MCP) server that implements AI-First Development fram…
C 68 55 80 31 64 80 85
9141
GeoLibra
Enables processing, validation, optimization, and analysis of 3D models with gl…
C 68 55 92 65 N/A 31 95 38
9142
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 55 69 57 40 81 86
9143
yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
C 68 54 86 63 N/A 61 90 28
9144
bunasQ
Brainrot MCP Claim
Automatically plays Subway Surfers gameplay in the background during coding ses…
C 68 54 68 56 N/A 26 95 85
9145
haltakov
Meme MCP Server Claim 1
A simple Model Context Protocol server that allows AI models to generate meme i…
C 68 55 66 58 52 80 84
9146
sengokudaikon
Aider MCP Server Claim 2
A Model Context Protocol server that connects Claude and other MCP clients to A…
C 68 55 69 56 43 80 90
9147
sam2332
Generates customizable placeholder images with configurable dimensions, colors,…
C 68 55 54 100 N/A 32 95 46
9148
Tai-DT
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
C 68 55 90 31 55 71 89
9149
namp10010
Notes MCP Server Claim
A local note-taking server that provides intelligent management of markdown fil…
C 68 54 84 28 N/A 38 90 91
9150
sisilet
Provides access to the Internet Archive Wayback Machine to list snapshots, fetc…
C 68 55 54 82 47 81 73
Showing 9101–9150 of 33537 servers
« Prev 1 181 182 183 184 185 671 Next »