MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8551
Three-Little-Birds
OpenVSP MCP Server Claim
Enables automated geometry editing and aerodynamic analysis using OpenVSP and V…
C 68 55 48 70 N/A 49 95 77
8552
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
8553
TharakaJayz
Enables AI-powered conversations about resume/CV content and email notification…
C 68 55 72 61 21 81 94
8554
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
8555
Luorivergoddess
MCP Geometry Server Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 55 69 100 N/A 20 95 35
8556
loli0123456789
MCP Web Chat Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
C 68 54 74 61 N/A 16 95 82
8557
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 55 80 100 20 80 39
8558
thirdstrandstudio
XPath Server Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 55 71 50 N/A 44 81 92
8559
JesseHenson
test-mcp Claim
C 68 54 56 55 N/A 29 94 100
8560
asattelmaier
GNOME UI MCP Claim
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
C 68 54 78 22 N/A 65 90 89
8561
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 54 60 56 N/A 25 92 100
8562
StdioA
beancount-mcp Claim
MCP Server to query from your Beancount ledger, or submit transaction.
C 68 54 84 28 N/A 45 87 92
8563
philschmid
Provides tools to search and retrieve Google Gemini API documentation with full…
C 68 54 66 33 N/A 59 92 92
8564
kajidog
VOICEVOX TTS MCP Claim
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
C 68 55 80 32 54 81 91
8565
poly-mcp
Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows…
C 68 54 90 26 N/A 42 95 82
8566
danilofalcao
GLM Vision Server Claim
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
C 68 54 66 40 N/A 42 95 92
8567
Aiven-Open
mcp-aiven Claim
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
C 68 54 62 32 N/A 51 95 100
8568
furenqiang-study
A Node.js-based MCP server that extracts numbers from text and generates statis…
C 68 55 72 60 30 81 86
8569
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
8570
Nam088
mcp-database-server Claim 1
A modular MCP server that enables interaction with multiple database types incl…
C 68 55 78 100 24 74 42
8571
abhinavmathur-atlan
Enables comprehensive travel planning by integrating Google Travel Services and…
C 68 55 84 43 38 81 85
8572
WynnD
An implementation of a Model Context Protocol server that allows Claude and oth…
C 68 55 80 46 27 82 97
8573
cheungxin
JianDaoYun MCP Server Claim 1
A Model Context Protocol server for JianDaoYun form data management, supporting…
C 68 55 65 100 N/A 20 95 44
8574
nanoseil
A Model Context Protocol server that enables running and managing long-running …
C 68 55 63 100 N/A 27 82 51
8575
ancoleman
Enables context-aware semantic search across codebases using Qdrant vector data…
C 68 55 78 33 46 82 99
8576
404-error-notfound
MySQL MCP Server Claim
Enables comprehensive MySQL database operations including cross-database querie…
C 68 55 90 48 26 81 84
8577
bobhuff0
A comprehensive suite of four MCP servers providing real-time stock market data…
C 68 55 96 25 30 81 99
8578
Nexgene-Research
nexonco-mcp Claim
An advanced MCP Server for accessing and analyzing clinical evidence data, with…
C 68 55 72 75 N/A 50 92 41
8579
misbahsy
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
C 68 55 78 31 49 81 99
8580
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 55 66 63 21 81 99
8581
hafizrahman
An integration tool that allows users to fetch weather alerts/forecasts from th…
C 68 55 64 58 28 82 100
8582
sophia-labs
Mnemosyne MCP Claim
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
C 68 55 90 35 37 81 89
8583
zxfgds
MCP Toolkit Claim 1
A comprehensive Model Context Protocol server implementation that enables AI as…
C 68 55 78 72 13 71 92
8584
paulbennet
AFK Mode Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 54 45 70 N/A 32 95 96
8585
kyuheon-kr
shell-use Claim 1
Let agents use the shell like a human.
C 68 54 68 36 N/A 49 92 95
8586
andr3medeiros
Enables comprehensive PDF operations including text/image manipulation, annotat…
C 68 55 66 82 N/A 47 95 38
8587
tatn
A Model Context Protocol server that provides web content fetching and conversi…
C 68 55 63 51 40 81 100
8588
wilforlan
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
C 68 55 60 55 50 82 95
8589
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 54 78 36 N/A 39 89 93
8590
tjx666
vscode-mcp Claim 1
Connects VSCode with MCP to provide AI assistants real-time access to LSP diagn…
C 68 54 57 58 N/A 58 95 70
8591
betmoar
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
C 68 55 94 28 28 81 96
8592
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
8593
ross-jill-ws
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
C 68 55 78 56 25 81 91
8594
MUSE-CODE-SPACE
content-genie Claim 1
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
C 68 55 68 100 N/A 50 95 11
8595
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8596
weidongxu-microsoft
A Model Context Protocol server that provides Azure Java SDK documentation to A…
C 68 55 63 58 43 80 91
8597
Sai-Adarsh
An MCP server that provides easy setup and configuration for multiple AI develo…
C 68 54 59 65 N/A 27 87 97
8598
avivshafir
atdata-email-verification-mcp-server
C 68 55 68 43 47 81 100
8599
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
8600
lolbyte-code
Enables interaction with League of Legends game data through the Riot Games API…
C 68 55 72 100 23 81 45
Showing 8551–8600 of 67197 servers
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