MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5351
valk-ryx
mcp-email-server Claim
B 73 55 68 82 N/A 53 95 62
5352
shelv-dev
Shelv MCP Server Claim 1
An MCP server for managing Shelv shelf operations, enabling users to list, sear…
B 73 55 65 72 56 81 92
5353
qonto
Qonto MCP Server Claim
Enables AI assistants to access Qonto financial data including organization inf…
B 73 44 54 40 95 99
5354
htakeda777
Enables text-to-image generation using the fal.ai GPT image-1 API. It provides …
B 73 55 80 70 21 81 100
5355
Cyronius
claude-database-tools Claim 1
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Serv…
B 73 55 92 56 45 74 92
5356
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
5357
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 55 69 70 53 80 91
5358
SkyworkAI
Mureka MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to gener…
B 73 55 67 82 46 81 83
5359
ericabouaf
A2A Registry Claim
Provides a unified registry for discovering and managing agents that implement …
B 73 55 84 62 29 81 97
5360
grittygrease
Enables AI assistants to encrypt and decrypt files or text using the SAFE utili…
B 73 54 90 47 N/A 30 95 93
5361
Ejb503
This TypeScript-based server implements a simple notes system, allowing users t…
B 73 55 96 45 33 81 97
5362
vishutorvi
A comprehensive tutorial project that teaches Model Context Protocol (MCP) deve…
B 73 54 78 61 N/A 21 92 99
5363
patrup
Enables AI assistants to create, read, convert, and manipulate LibreOffice docu…
B 73 54 72 53 N/A 52 90 94
5364
marcelofmatos
Docker MCP Server Claim 1
Enables AI assistants like Claude to manage Docker containers, images, and Dock…
B 73 55 60 100 41 81 75
5365
abhishek2432001
deeprepo Claim
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
B 73 54 72 41 N/A 61 95 96
5366
rados10
Enables secure access to your YouTube Watch Later playlist, allowing retrieval …
B 73 55 88 58 40 81 86
5367
duhlink
A server that allows fetching Instagram posts using Chrome's existing login ses…
B 73 54 84 61 N/A 20 95 89
5368
Davaakhatan
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
B 73 55 84 72 26 81 89
5369
danieliser
Enables AI assistants to manage FluentBoards project management through WordPre…
B 73 55 60 100 28 76 90
5370
Macawls
Connect your Umami Analytics to any MCP client to derive insights from natural …
B 73 55 80 42 70 80 94
5371
sudip358
Shopify MCP Server Claim
Enables interaction with Shopify stores through the GraphQL Admin API. Supports…
B 73 55 72 75 46 78 88
5372
NeoTecDigital
MCP Shamash Claim
Enables security auditing, penetration testing, and compliance validation with …
B 73 55 90 58 35 81 87
5373
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5374
feiskyer
MCP AI Hub Claim
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
B 73 55 82 58 44 80 96
5375
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5376
kmexnx
Invoice MCP Server Claim
Enables the generation of professional PDF invoices and their distribution via …
B 73 55 90 100 39 81 35
5377
olafgeibig
knowledge-mcp Claim 1
An MCP server that enables AI agents to query specialized, domain-specific know…
B 73 55 63 58 74 81 93
5378
charles-adedotun
Lilith Shell Claim
An enhanced MCP server that grants AI assistants the ability to execute termina…
B 73 54 90 50 N/A 51 75 91
5379
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5380
ybouhjira
MCP server plugin for Claude Code that converts text to speech using OpenAI's T…
B 73 55 78 48 57 82 100
5381
swiftcomza
Feedbucket MCP Server Claim 1
Enables AI assistants to manage website feedback from Feedbucket, including lis…
B 73 55 78 73 26 80 94
5382
OleBo
Weather MCP Server Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 55 60 82 39 81 98
5383
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5384
Nocodeboy
YouTube MCP Server Claim 1
An MCP server that allows Claude and other AI assistants to interact with the Y…
B 73 55 75 68 43 78 92
5385
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
5386
Muhammad-Idzhans
MCP Server Starter Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 54 66 66 N/A 31 95 97
5387
stape-io
This server supports remote MCP connections, includes built-in Google OAuth, an…
B 73 55 66 71 61 80 84
5388
offbeat-studio
Shioaji MCP Server Claim 3
An MCP server that provides standardized access to the SinoPac Securities Shioa…
B 73 55 71 100 62 80 46
5389
junzzhu
OpenShift MCP Server Claim 1
Enables diagnostics and troubleshooting of OpenShift clusters through storage a…
B 73 55 70 74 N/A 29 90 94
5390
hooker-dev
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
B 73 55 84 68 32 77 92
5391
sdntechforum
Enables interaction with Cisco NX-OS devices by executing CLI commands via the …
B 73 55 66 75 45 80 96
5392
SheffieldP
HubSpot MCP Server Claim
A server that enables AI models to interact with HubSpot CRM data and operation…
B 73 55 78 65 40 76 98
5393
z9905080
MCP Server for Slack Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 63 66 56 80 98
5394
jaysunmah
OAuth MCP Server Claim
A complete OAuth 2.1 server implementation for FastMCP with PKCE support, enabl…
B 73 54 76 62 N/A 26 95 97
5395
Zwe1
Give your coding agent access to your Figma data. Implement designs in any fram…
B 73 54 66 68 N/A 49 90 88
5396
Phoenixrr2113
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
B 73 55 90 57 34 81 94
5397
kristofferv98
MCP iCal Server Claim
Agent-powered calendar management for macOS that transforms natural language in…
B 73 54 88 58 N/A 34 95 80
5398
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 55 90 58 30 82 91
5399
h-lu
CNKI MCP Server Claim 1
Enables AI agents to search and retrieve academic papers from China National Kn…
B 73 55 54 100 N/A 26 95 81
5400
SixHq
Overture Claim
Provides interactive visual plans for AI coding agents, allowing users to revie…
B 73 54 84 11 N/A 95 95 90
Showing 5351–5400 of 66415 servers
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