MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5351
tbitu
TartuNLP MCP Server Claim 1
Provides access to University of Tartu's translation services supporting 700+ l…
B 73 55 78 67 30 83 97
5352
bmorphism
Enables execution and management of Babashka scripts using the Model Context Pr…
B 73 55 96 100 N/A 19 84 43
5353
zhiwei5576
Excel MCP Server Claim
Enables seamless reading, writing, and analyzing of Excel files through Model C…
B 73 55 60 62 67 82 100
5354
gmjuhasz
Focalboard MCP Server Claim 1
Enables task and board management in Focalboard through natural language, suppo…
B 73 55 90 55 25 80 100
5355
ybouhjira
MCP server plugin for Claude Code that converts text to speech using OpenAI's T…
B 73 55 78 48 57 82 100
5356
curiositech
Provides stateful prompt optimization using research-backed techniques like APE…
B 73 55 90 68 28 80 86
5357
s-morgan-jeffries
Enables comprehensive management of OmniFocus on macOS through 17 specialized t…
B 73 54 90 31 N/A 60 90 92
5358
victor-velazquez-ai
A production-ready framework for building enterprise-grade MCP servers featurin…
B 73 54 84 43 N/A 47 94 90
5359
memextech
HT-MCP Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
B 73 55 96 56 88 81 43
5360
LisBerndt
ZAP MCP Server Claim
Integrates OWASP ZAP security testing with AI assistants through MCP, enabling …
B 73 55 66 61 72 81 91
5361
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5362
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5363
j4sun
Garmin MCP Server Claim
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
B 73 55 84 68 21 81 97
5364
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 55 90 100 N/A 21 95 37
5365
NocturnLabs
🧠 Personal knowledge MCP server with vector database for Opencode. Store and re…
B 73 54 70 61 N/A 35 90 100
5366
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
5367
Flyworks-AI
Flyworks MCP Claim 1
A Model Context Protocol server that enables fast and free lipsync video creati…
B 73 55 65 70 60 80 91
5368
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5369
OrderlyNetwork
orderly-mcp Claim
MCP Server for Orderly Network - Documentation and SDK patterns
B 73 54 84 37 N/A 53 90 99
5370
call518
MCP-Airflow-API Claim
Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause…
B 73 54 88 38 N/A 60 95 78
5371
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 54 67 70 N/A 34 95 93
5372
sonnyflylock
AI Phone Number Directory providing access to AI services via webchat. Query Vo…
B 73 55 94 52 28 80 99
5373
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5374
skydeckai
AiDD MCP Server Claim
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
B 73 55 84 53 47 81 94
5375
swiftlens
swiftlens Claim 1
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
B 73 54 84 36 N/A 53 92 98
5376
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5377
normal-coder
Gitee Claim 2
MCP Tool Server for Gitee, supporting the management of repository files/branch…
B 73 55 84 100 45 82 38
5378
antivirusakash
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
B 73 54 72 70 N/A 20 92 97
5379
xuejike
Enables secure read-only querying of multiple database types (MySQL, PostgreSQL…
B 73 55 84 83 28 81 74
5380
Y5ive9ine
DICOM MCP Server Claim
Enables AI assistants to query, read, download, and move medical imaging data o…
B 73 55 88 45 45 81 99
5381
faalantir
Provides cryptographic identity and signing capabilities for AI agents, enablin…
B 73 54 66 65 N/A 49 95 87
5382
ahnmichael
GitLab Forum MCP Claim 1
Enables searching, reading, and analyzing discussions on GitLab's community for…
B 73 55 90 82 52 81 48
5383
ohenak
E*TRADE MCP Server Claim
Enables LLMs to retrieve real-time stock and options market data through the E\…
B 73 55 84 71 26 82 89
5384
AmemiyaLai
Connects Grasshopper and Cursor through MCP protocol, enabling natural language…
B 73 54 84 40 N/A 49 95 91
5385
nk900600
Manage your Gmail emails, threads, labels, drafts, and settings through a stand…
B 73 55 68 68 N/A 53 81 95
5386
GILSMON
Provides real-time policy enforcement for AI coding agents by intercepting and …
B 73 54 84 57 N/A 22 95 96
5387
GiorgiKemo
mcp-seo-audit Claim
SEO audit and Google Search Console MCP server with 23 tools. Search analytics,…
B 73 55 82 42 63 82 97
5388
Aler1x
Enables interaction with Monobank personal accounts through MCP tools to fetch …
B 73 55 86 70 19 81 93
5389
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 54 90 31 N/A 45 95 100
5390
IA-Entertainment-git-organization
Gemini MCP Server Claim
A TypeScript implementation of a Model Context Protocol server that integrates …
B 73 55 84 70 38 81 83
5391
bernerspace
Bernerspace Claim
A unified MCP server that provides OAuth-enabled integrations for multiple serv…
B 73 55 66 71 44 81 99
5392
lucianoayres
mcp-server-node Claim
MCP Server implemented in JavaScript using Node.js that demonstrates how to bui…
B 73 54 66 58 N/A 42 95 100
5393
dougwithseismic
A TypeScript implementation of a Model Context Protocol server that provides a …
B 73 55 78 61 44 81 96
5394
cyborgx0x
Enables AI assistants to manage OpenProject work packages, projects, and time t…
B 73 55 78 61 50 76 98
5395
GongRzhe
ACP-MCP-Server Claim 2
A bridge server that connects Agent Communication Protocol (ACP) agents with Mo…
B 73 55 76 82 39 81 75
5396
kalendis-dev
Kalendis MCP Claim 1
Enables interaction with the Kalendis scheduling API to manage users, availabil…
B 73 55 94 75 46 81 55
5397
csnkarthik
Enables restaurant reservation management through SevenRooms API, allowing user…
B 73 55 80 72 27 81 91
5398
perrypixel
Enables executing SQL queries on PostgreSQL databases with configurable read-on…
B 73 55 94 57 24 81 96
5399
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 55 74 40 N/A 82 82 96
5400
jantuitman
Provides Claude Desktop with secure access to multiple database connections, al…
B 73 54 84 50 N/A 21 95 100
Showing 5351–5400 of 30006 servers
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