MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16651
markmehere
Simple Weather MCP Claim 1
A cross-platform MCP server that provides weather forecasts by coordinates, loc…
F 25 54 48 41 48 92 100
16652
alchaincyf
Weather MCP Server Claim 1 3
A Model Context Protocol server that provides weather information and forecasts…
F 25 55 45 70 40 82 89
16653
github
github-mcp-server Claim 1
Official GitHub server for integration with repository management, PRs, issues,…
F 25 66 92 57 0 90 80 99
16654
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 55 62 51 24 81 84
16655
BitePro
Chrome Debugger MCP Claim 2
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
F 25 54 60 67 N/A 55 90 98
16656
yudduy
ScoutMCP Claim 1
An MCP discovery and installation engine that enables users to search for, inst…
F 25 55 84 72 37 80 95
16657
hetaoBackend
PyAutoGUI MCP Server Claim 1
Provides automated GUI testing and control capabilities through an MCP server t…
F 25 54 72 57 N/A 43 87 100
16658
moneyforward-i
Admina MCP Server Claim 1 2
Enables interaction with the Admina API to manage and query organizational SaaS…
F 25 55 78 75 76 82 65
16659
agrathwohl
Carla MCP Server Claim 1 2
Enables complete control over the Carla audio plugin host through natural langu…
F 25 54 96 56 N/A 57 90 92
16660
stefanraath3
An MCP server that connects to Supabase PostgreSQL databases, exposing table sc…
F 25 55 53 62 48 80 61
16661
JavidGlyv
Turbo.az MCP Server Claim 1 2
Enables users to search for vehicles and retrieve detailed listing information …
F 25 54 80 58 N/A 27 90 95
16662
kalivaraprasad-gonapa
Azure MCP Server Claim 2
Enables natural language interaction with Azure services through Claude Desktop…
F 25 55 94 75 52 69 93
16663
oxy-Op
VPS Initialize Claim 1 2
Enables automated VPS initialization and management through SSH connections. Su…
F 25 55 100 68 22 74 88
16664
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16665
Bbadhub
Prepcast MCP Claim 1
A comprehensive framework for building and deploying commercial MCP servers wit…
F 25 55 88 41 27 80 95
16666
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 55 72 100 29 80 41
16667
markswendsen-code
LinkedIn MCP Server Claim 1 3
An MCP server for LinkedIn automation that enables users to search for jobs, re…
F 25 55 75 65 30 74 100
16668
whoisgloom
Owlvin MCP Server Claim 1 2
Enables AI agents to access a wide range of AI tools and services through the O…
F 25 66 78 45 0 45 77 98
16669
Love-Gwen2025
Utility MCP Server Claim 1
A general-purpose MCP server providing time-related utilities such as fetching …
F 25 55 54 42 33 78 81
16670
andylee20014
Generate images using advanced AI models and store them securely in the cloud. …
F 25 55 39 60 N/A 27 80 79
16671
zhangzhongnan928
MCP EVM Signer Claim 1 3
A server that securely manages Ethereum private keys locally and enables Claude…
F 25 55 66 61 21 74 98
16672
annamariakv
Mcp-ZepAi Server Claim 1 2
An MCP server that integrates the ZepAi module to provide long-term memory and …
F 25 55 65 71 26 80 96
16673
xinpengfei520
Banana Image MCP Claim 1 2
An MCP server that generates high-quality blog cover images using Google Gemini…
F 25 55 63 0 53 78 96
16674
kritsxxxiva-sudo
Mureka MCP Server Claim 2
Enables interaction with Mureka's AI music generation APIs to create lyrics, so…
F 25 55 78 41 44 76 94
16675
ThanhLong27042003
MCP English Tutor Claim 2
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
F 25 55 54 31 57 76 79
16676
petems
GenZ MCP Server Claim 1 2
A streamlined MCP server that provides essential AI-powered tools for interacti…
F 25 55 84 68 30 80 40
16677
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16678
aigo666
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
F 25 55 84 68 59 78 89
16679
rbidou
pyrasp Claim 1
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
F 25 55 50 37 N/A 45 77 91
16680
turingmindai
TuringMind MCP Server Claim 1 2
Enables Claude to authenticate with TuringMind cloud, upload code review result…
F 25 55 78 68 66 80 98
16681
jackdark425
aigroup-mdtoword-mcp Claim 1 2
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路…
F 25 55 80 100 N/A 58 90 56
16682
feriadosapi
feriadosapi Claim 1
Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, e…
F 25 66 90 80 96 76 82 94
16683
ecmulli
Aspen Catalog MCP Claim 1
Enables AI clients to search Aspen Discovery library catalogs and check real-ti…
F 25 55 76 73 35 80 90
16684
dynstat
MCP Server Demo Claim 1
A simple demonstration project for the Model Control Protocol (MCP) server that…
F 25 55 66 27 46 78 92
16685
sudo-elia
DOM Analyzer MCP Server Claim 2 3
A Puppeteer-based server designed for remote debugging, E2E testing, and DOM in…
F 25 54 66 0 N/A 31 78 97
16686
pidanmeng
mcp-md2poster Claim 1 2
An MCP server built with FastMCP that currently provides a simple mathematical …
F 25 55 45 52 21 78 91
16687
Harikrish121
Provides tools for browser-driven automation, HTTP API health checks, and visua…
F 25 54 78 63 N/A 35 90 88
16688
clssck
Dataiku MCP Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 54 65 68 N/A 86 77 86
16689
ma3u
Dust MCP Server Claim 1
A TypeScript-based MCP server that enables advanced agent conversations and wor…
F 25 55 78 68 30 77 98
16690
baidubce
baidu-ai-search Claim 1
Search web using baidu with AI.
F 25 55 84 40 74 76 67
16691
jacklandis29
CodeChecker MCP Claim 2 4
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
F 25 55 86 53 13 76 92
16692
thomastx05
Magento MCP Server Claim 1 2
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
F 25 55 84 68 69 80 51
16693
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
16694
ampcome-mcps
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
F 25 55 54 43 21 80 97
16695
Upsonic
Upsonic Claim 1
Build autonomous AI agents in Python.
F 25 54 86 38 N/A 80 87 84
16696
maderwin
pinchtab-mcp Claim 1
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
F 25 54 88 58 N/A 89 87 99
16697
xiaobenyang-com
A group of model context protocol servers provide cognitive enhancement tools f…
F 25 55 72 65 N/A 50 74 31
16698
floriansmeyers
Claude Runner MCP Claim 2 3
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
F 25 55 45 31 48 76 95
16699
kiwamizamurai
mcp-kibela-server Claim 1 2
📇 ☁️ Powerfully interact with Kibela API.
F 25 54 84 65 N/A 63 89 96
16700
dancumberland
Kit.com MCP Server Claim 1 2
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
F 25 54 84 71 N/A 60 78 82
Showing 16651–16700 of 66502 servers
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