MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5551
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5552
canova
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
B 73 55 78 100 49 81 42
5553
samwang0723
Provides AI-powered search, research, and reasoning capabilities through integr…
B 73 54 62 62 N/A 47 95 97
5554
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5555
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5556
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
5557
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5558
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5559
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5560
bsmi021
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
B 73 55 96 43 51 80 90
5561
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
5562
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5563
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
5564
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5565
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
5566
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 55 94 43 46 78 99
5567
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5568
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5569
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5570
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
5571
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
5572
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
5573
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
5574
stvlynn
Enables AI-powered text-to-image generation using Volcengine's API with support…
B 73 55 78 75 21 81 96
5575
abeixiaolu
YApi MCP Server Claim
Enables access to YApi interface documentation by retrieving API details throug…
B 73 55 78 68 42 81 86
5576
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5577
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5578
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5579
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
5580
lattmamb
mcp-use Claim
B 73 55 90 40 N/A 57 80 93
5581
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5582
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5583
Ansvar-Systems
ukrainian-law-mcp Claim
Ukrainian legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 80 91
5584
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 55 78 91 N/A 40 95 44
5585
tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
B 73 54 74 61 N/A 25 94 99
5586
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5587
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5588
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5589
JCF0
CG Alpha MCP Claim
Enables crypto market analysis by combining Elfa's sentiment data and trending …
B 73 55 90 68 22 81 90
5590
jgravelle
jCodemunch MCP Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 55 96 20 N/A 72 83 95
5591
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
5592
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5593
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5594
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5595
stevereiner
Python-based server that provides AI-native access to Alfresco content manageme…
B 73 55 90 82 70 81 35
5596
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5597
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
5598
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 55 74 71 87 81 52
5599
Pythonando
Enables AI assistants to manage Facebook and Instagram advertising data through…
B 73 55 72 72 N/A 40 82 94
5600
swen128
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
B 73 55 90 60 27 82 93
Showing 5551–5600 of 66427 servers
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