MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20051
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 33 48 N/A N/A 46 95
20052
Sharmarajnish
Enables solving complex combinatorial optimization problems with logical and nu…
C 63 44 54 47 73 81
20053
berthojoris
SQLite MCP Server Claim
Enables secure and controlled access to SQLite databases through the Model Cont…
C 63 43 78 33 N/A 35 95
20054
umzcio
TDX MCP Server Claim 1
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted I…
C 63 44 61 68 35 80
20055
Geddart
RV MCP Server Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 43 72 32 N/A 64 84
20056
yoelbassin
GnuRadio Claim
GnuRadio
C 63 43 56 51 N/A 50 95
20057
afarhadi99
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
C 63 43 74 55 N/A 22 89
20058
pottekkat
sandbox-mcp Claim
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely …
C 63 43 66 22 N/A 73 91
20059
etweisberg
MLB Stats Server Claim
Provide structured access to Major League Baseball statistics through an MCP se…
C 63 44 96 28 30 81
20060
pbulbule13
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
C 63 44 84 51 22 81
20061
golioth
tinymcp Claim
Let LLMs control embedded devices via the Model Context Protocol.
C 63 43 60 42 N/A 52 95
20062
mojenmojen
Enables AI-powered task management in OmniFocus with support for project review…
C 63 43 54 65 N/A 31 95
20063
agentsdance
agentx Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 43 64 22 N/A 71 95
20064
BACH-AI-Tools
Excel MCP Server Claim
Enables AI agents to create, read, and modify Excel workbooks without requiring…
C 63 44 74 41 51 81
20065
LSTM-Kirigaya
slidev-mcp Claim 1
mcp server for slidev to make web ppt quickly and elegantly
C 63 43 51 55 N/A 53 95 JI
20066
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 44 80 43 42 78
20067
Algovate
XHS MCP Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 43 54 43 N/A 62 95
20068
venikman
Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandbox…
C 63 43 62 60 N/A 25 95
20069
cwmoore-ai
A lightweight FastAPI server that allows remote execution of shell commands on …
C 63 44 60 70 37 81
20070
markswendsen-code
Nordstrom MCP Server Claim 1
A Model Context Protocol connector that allows users to search products, manage…
C 63 44 96 27 30 83
20071
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
20072
dpesch
MantisBT MCP Server Claim 1
Integrates MantisBT bug tracker into Claude and other MCP clients via the REST …
C 63 44 94 0 73 78
20073
mizchi
TypeScript MCP Claim
A specialized server that provides advanced TypeScript code manipulation and an…
C 63 43 48 28 N/A 92 94
20074
ljadach
RTM MCP Server Claim 1
An MCP server that enables Claude to manage Remember The Milk tasks, lists, and…
C 63 44 57 46 69 84
20075
lev-corrupted
Enables trading analysis across Forex, Stocks, and Crypto with 25+ technical in…
C 63 44 54 46 75 82
20076
mattweg
YNAB MCP Claim 1
A Model Context Protocol server that enables Claude Code to interact with You N…
C 63 44 81 45 31 81
20077
etep82
JPI MCP Server Claim 1
Enables AI assistants to interact with the Just Plan It (JPI) job scheduling an…
C 63 44 78 55 32 76
20078
214140846
skillhub-mcp Claim
MCP server that exposes Claude-style skills to any MCP client.
C 63 43 60 32 N/A 69 95
20079
flyanima
Open Search MCP Claim
A comprehensive Model Context Protocol server providing 33 specialized research…
C 63 43 64 36 N/A 57 95
20080
call518
MCP-OpenStack-Ops Claim
Professional OpenStack operations automation via MCP server. Specialized tools …
C 63 43 64 41 N/A 60 87
20081
gajanm
Blender MCP Server Claim
Enables AI agents to control Blender 3D software through natural language comma…
C 63 43 60 60 N/A 30 95
20082
adindotdev
ableton-mcp Claim 1
An MCP server that enables Claude to control Ableton Live in real-time via the …
C 63 43 65 52 N/A 35 92
20083
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 43 64 30 N/A 66 92
20084
mariusei
Scan files and directories to map code structure and navigate large codebases f…
C 63 43 60 25 N/A 75 95
20085
stephanj
LSP4J-MCP Claim
A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Langua…
C 63 33 54 N/A N/A 35 95
20086
QustXuHao
paper-search-mcp Claim
C 63 43 76 28 N/A 47 95
20087
exponentlabshq
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
C 63 44 78 61 16 81
20088
jaskirat1616
Enables AI-powered parametric CAD design in Autodesk Fusion 360 through natural…
C 63 43 42 73 N/A 43 95
20089
ProfRandom92
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
C 63 44 60 38 80 81
20090
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational querie…
C 63 43 88 32 N/A 23 91
20091
garylab
serper-mcp-server Claim 1
A Serper MCP Server
C 63 44 51 71 N/A 51 81
20092
ag2-mcp-servers
An MCP Server that enables natural language interaction with the Open Policy Ag…
C 63 43 69 57 N/A 21 95
20093
edgeandnode
Amp MCP Claim
Provides developer-focused documentation and tools for building applications on…
C 63 44 66 55 46 81
20094
opslevel
opslevel-mcp Claim
Official MCP Server for [OpsLevel](https://www.opslevel.com)
C 63 44 68 38 67 80
20095
jonaolden
tabular-mcp
C 63 33 54 N/A N/A 36 95
20096
GaplyDev01
A Node.js Express server that provides access to CoinGecko's cryptocurrency dat…
C 63 44 60 63 43 82
20097
wxhzhwxhzh
DrissionPageMCP Claim
基于DrissionPage和FastMCP的浏览器自动化MCP服务器,提供丰富的浏览器操作API供AI调用
C 63 43 66 55 N/A 36 87
20098
Xodus-CO
hcloud-mcp Claim 1
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
C 63 44 57 71 39 82
20099
launchframe-dev
LaunchFrame MCP Claim 1
Provides AI agents with architectural knowledge and scaffolding tools for Launc…
C 63 43 68 66 N/A 30 80
20100
lihongjie0209
SQLx MCP Server Claim
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
C 63 44 58 58 57 80
Showing 20051–20100 of 30006 servers
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