MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5451
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5452
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
5453
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5454
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5455
fstubner
npm-run-mcp-server Claim 1
An MCP server that exposes package.json scripts as tools for agents.
B 73 54 69 57 N/A 70 95 75
5456
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
5457
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
5458
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5459
cyberpapiii
imessage-max Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 54 72 42 N/A 73 95 89
5460
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5461
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5462
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5463
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5464
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5465
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 55 94 43 46 78 99
5466
tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
B 73 54 74 61 N/A 25 94 99
5467
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5468
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5469
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5470
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5471
praveenc
mcp-docs-server Claim 1
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
B 73 54 73 62 N/A 29 95 96
5472
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5473
stvlynn
Enables AI-powered text-to-image generation using Volcengine's API with support…
B 73 55 78 75 21 81 96
5474
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5475
dpaluy
MCP Claude Desktop Claim
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
B 73 54 78 65 N/A 29 90 92
5476
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5477
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5478
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5479
pubnub
PubNub MCP Server Claim 1
PubNub Model Context Protocol MCP Server for Cursor and Claude
B 73 55 66 82 N/A 58 75 81
5480
hechtcarmel
Vertica MCP Server Claim
Enables AI assistants to query and explore Vertica databases through natural la…
B 73 55 84 63 38 80 93
5481
jaimeferj
Enables semantic search and question-answering over uploaded documents using ve…
B 73 55 92 60 27 81 91
5482
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5483
shelardipak
Enables Python code linting by integrating the Model Context Protocol with tool…
B 73 55 84 68 25 81 91
5484
kcodes0
inked Claim 1
inked
B 73 55 86 65 30 82 90
5485
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 54 90 31 N/A 45 95 100
5486
voxel51
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
B 73 54 84 53 N/A 28 92 98
5487
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 54 63 66 N/A 45 90 100
5488
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 55 80 53 51 81 94
5489
glaucia86
Enables users to query the Star Wars universe through the SWAPI (Star Wars API)…
B 73 55 72 100 N/A 46 95 39
5490
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
5491
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5492
gyanaranjans
Browser MCP Claim
Enables AI applications to automate your existing browser using your logged-in …
B 73 54 68 58 N/A 37 95 99
5493
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5494
mistakeknot
interdeep Claim 2
An MCP server for deep research that extracts clean text from web pages using h…
B 73 54 79 51 N/A 46 92 89
5495
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5496
reedm121
pty-mcp Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 54 66 63 N/A 50 90 95
5497
wiresharks
A relay server that enables communication between Claude Code and Codex through…
B 73 54 86 43 N/A 45 94 91
5498
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5499
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5500
lamdanghoang
Beep MCP Server Claim
Enables AI assistants to interact with the Beep platform to manage bounties, as…
B 73 55 78 72 27 81 97
Showing 5451–5500 of 66427 servers
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