MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16151
imgaray
Strands Agent MCP Claim 2 3
A Model Context Protocol (MCP) server that enables integration of Strands agent…
F 25 55 68 100 58 76 68
16152
danielsims
MCP Media Player Claim 1 2
Connects Home Assistant media players to Cursor, allowing automated control of …
F 25 55 90 63 39 83 98
16153
baidubce
baidu-ai-search Claim 1
Search web using baidu with AI.
F 25 55 84 40 74 76 67
16154
akilat-spec
Track and manage employee time off with quick balance lookups and streamlined a…
F 25 66 72 38 0 34 74 78
16155
Prat011
Monday.com MCP Server Claim 2
Enables MCP clients to interact with Monday.com workspaces through comprehensiv…
F 25 55 66 40 53 76 99
16156
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16157
nitrocloudofficial
nitrostack Claim 1
The full-stack TypeScript framework to build, test, and deploy production-ready…
F 25 54 84 71 N/A 47 92 97
16158
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 55 57 71 38 74 95
16159
cgantro
# 📅 Google Calendar Smart Manager (MCP) Turn Google Calendar into your intell…
F 25 54 44 62 N/A 30 90 54
16160
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16161
piplabs
Story SDK MCP Server Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 55 90 41 49 77 93
16162
angheljf
social-media-mcp Claim 1 3
A Model Context Protocol (MCP) server for managing social media posts, currentl…
F 25 55 78 57 38 76 100
16163
iceener
A dual-runtime template for building Model Context Protocol servers compatible …
F 25 55 96 46 35 80 97
16164
rember
rember-mcp Claim 2
Create spaced repetition flashcards in [Rember](https://rember.com) to remember…
F 25 54 80 73 N/A 53 90 92
16165
LucianoRicardo737
Enables intelligent conversation management with 4 AI agents that provide seman…
F 25 54 88 43 N/A 53 87 87
16166
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
16167
ertugrulakben
dep-oracle Claim 1 2
Predictive dependency security engine. Trust scores, zombie detection, blast ra…
F 25 54 90 30 N/A 76 90 95
16168
ampcome-mcps
Enables AI assistants to use Apify Actors as tools to perform specific tasks li…
F 25 55 78 42 N/A 54 80 91
16169
tanwenxin
126 Email MCP Server Claim 1
Enables sending emails through 126 mailbox SMTP service with support for plain …
F 25 55 48 60 26 80 96
16170
gkgaurav31
MCP Terminal Tool Server Claim 2 3
An MCP server that enables users to execute arbitrary shell commands on their l…
F 25 54 27 22 N/A 21 75 96
16171
marty5499
A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT …
F 25 55 57 83 29 76 21
16172
torrentclaw
torrentclaw-mcp Claim 1
Search and discover movies and TV shows with torrent links, quality scoring, st…
F 25 55 80 76 68 82 95
16173
pullkitsan
mobsf-mcp-server Claim 1 2
A MCP server for MobSF which can be used for static and dynamic analysis of And…
F 25 54 57 71 N/A 43 84 97
16174
alejandro-ao
MCP Server Example Claim 1
An educational implementation of a Model Context Protocol server that demonstra…
F 25 55 64 38 47 80 94
16175
Vincentwei1021
agent-toolbox Claim 1
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
F 25 55 60 70 75 80 98
16176
davidamom
Snowflake MCP Service Claim 1 3
A Model Context Protocol server that provides access to Snowflake databases for…
F 25 55 75 70 41 76 96
16177
SarimSiddd
Xano MCP Server Claim 1 2
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
F 25 55 78 68 19 80 99
16178
omar2001ramadan
Maple Claim 1
Maple is a unified MCP server for agent observability, safety control, and beha…
F 25 55 78 71 37 77 92
16179
xiaobenyang-com
Random-Generator Claim 2
An encrypted and secure random number generation server that complies with the …
F 25 66 72 68 0 50 71 60
16180
makenotion
Notion MCP Server Claim 1 4
An MCP server that enables AI assistants to interact with the Notion API, allow…
F 25 55 77 67 81 80 34
16181
ashwwwin
automation-mcp Claim 1
Control your Mac with detailed mouse, keyboard, screen, and window management c…
F 25 54 76 57 N/A 48 88 99
16182
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16183
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16184
Noosbai
PrusaMCP Claim 1
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
F 25 55 78 61 35 78 88
16185
hetpatel-11
Connects Claude Desktop to Tableau Server for natural language interactions wit…
F 25 55 72 60 37 78 100
16186
rhylthyme
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
F 25 66 96 86 96 65 82 88
16187
ganeshsreedharan
Generates sequence diagram images from Mermaid syntax or natural language descr…
F 25 54 78 53 N/A 21 87 91
16188
zenml-io
mcp-zenml Claim 2 3
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
F 25 64 79 43 0 79 77 96
16189
xiaoguomeiyitian
ToolBox MCP Server Claim 1 2
An AI-powered automation tool development platform that provides modular archit…
F 25 55 84 82 51 74 25
16190
cyanheads
mentor-mcp-server Claim 1 2
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
F 25 54 81 71 N/A 49 89 91
16191
Taki-Ta
MongoDB MCP Server Claim 1
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
F 25 55 84 40 53 78 95
16192
sadiuysal
mem0 MCP Server Claim 1 2
A TypeScript implementation of the Model Context Protocol server that enables c…
F 25 55 96 68 28 78 78
16193
mrgoonie
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
F 25 55 82 72 75 76 91
16194
hibukki
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
F 25 54 60 61 N/A 62 87 93
16195
moria97
Douban MCP Server Claim 1 2
Enables interaction with Douban content including searching and reviewing books…
F 25 55 48 68 26 76 98
16196
codeofaxel
Kiln Claim 1
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
F 25 54 90 36 N/A 82 77 94
16197
metrxbots
mcp-server Claim 1 2
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tool…
F 25 66 100 76 95 87 74 88
16198
raoulbia-ai
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
F 25 55 84 72 42 80 95
16199
bright-cn
The Web MCP Claim 2 3
Enables AI assistants to access real-time web data through search, markdown scr…
F 25 66 90 66 92 58 74 93
16200
hongsw
Hello-MCP Claim 1
A utility tool that enables Claude Desktop to interact with external tools via …
F 25 55 64 71 66 77 81
Showing 16151–16200 of 33790 servers
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