MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6951
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
6952
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
6953
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 55 84 58 49 76 81
6954
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
6955
ajaykallepalli
Provides grocery price and nutritional information search capabilities, allowin…
B 71 55 94 100 18 81 37
6956
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
6957
mazhar480
🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markd…
B 71 55 70 48 59 81 99
6958
RadiumGu
A robust task scheduler server built with Model Context Protocol for scheduling…
B 71 54 78 35 N/A 42 95 100
6959
mehmetozcan-zz
KnowledgeBaseMCP Claim
Enables AI assistants to extract and analyze text content from various document…
B 71 54 78 53 N/A 40 87 89
6960
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
6961
N3uraX
Tafa MCP Server Claim
A production-ready Model Context Protocol server that provides comprehensive fi…
B 71 54 54 65 N/A 41 95 99
6962
jeena-9595
A template project for quickly building Model Context Protocol (MCP) servers us…
B 71 54 94 62 N/A 32 90 59
6963
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
6964
gifflet
Weather MCP Claim
A service that provides real-time weather data, forecasts, and alerts for US lo…
B 71 55 68 58 43 83 100
6965
cottongeeks
ytt-mcp Claim 1
An MCP server designed to fetch transcripts for YouTube videos. It enables AI t…
B 71 55 59 61 54 81 100
6966
Selenium39
Qiita API MCP Server Claim 1
Enables interaction with Qiita, a Japanese developer community platform, throug…
B 71 55 80 100 43 76 40
6967
reflex-dev
MCP Docs Server Claim 1
Makes local markdown documentation files automatically available to AI assistan…
B 71 54 78 37 N/A 44 92 100
6968
fvanevski
Enables web scraping and content extraction from URLs using the Trafilatura lib…
B 71 55 74 63 37 81 94
6969
geon0078
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
B 71 55 80 72 29 81 80
6970
gedin-eth
Provides real-time college football game scores, betting odds, player statistic…
B 71 55 78 63 30 81 93
6971
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
6972
lolpack
A Model Context Protocol server that enables AI assistants to analyze Python co…
B 71 55 75 58 41 81 93
6973
chatmcp
A TypeScript-based MCP server that implements virtual try-on capabilities using…
B 71 55 86 95 40 81 35
6974
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
6975
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
6976
WoodSong
Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation,…
B 71 54 78 58 N/A 21 95 92
6977
evangstav
Memory MCP Server Claim 1
Provides knowledge graph functionality for managing entities, relations, and ob…
B 71 55 60 62 54 82 96
6978
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
6979
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 55 72 66 29 81 100
6980
peximo
Drupal MCP Server Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 55 78 67 24 81 93
6981
ryan-shaw
Enables interaction with POEditor's translation management API to create terms,…
B 71 55 66 68 46 81 90
6982
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 55 78 68 21 80 93
6983
hypabase
hypabase Claim
A Python library for storing and querying n-ary relationships with provenance t…
B 71 54 72 31 N/A 77 95 83
6984
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
6985
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
6986
amurshak
CongressMCP-full Claim
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
B 71 55 84 48 55 82 84
6987
imatrixme
PocketBase MCP Server Claim 2
Manage your PocketBase databases effortlessly. Perform advanced database operat…
B 71 55 86 62 N/A 39 71 88
6988
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
6989
poposnail61
mcp Claim 1
B 71 54 72 57 N/A 30 90 99
6990
forgequant
Provides AI agents access to cryptocurrency derivatives analytics through 22 un…
B 71 55 72 72 24 83 92
6991
amxkifir
Provides comprehensive access to Blue Archive game data including students, equ…
B 71 55 88 82 27 82 58
6992
CalamityAdam
MCP Todo Claim
Enables users to manage a persistent todo list through natural language, suppor…
B 71 55 74 68 28 81 95
6993
puran-water
Provides AI agents with physics-based corrosion engineering calculations, from …
B 71 54 90 31 N/A 47 92 89
6994
kentaroajisaka
labor-law-mcp Claim
Provides access to Japanese labor and social insurance laws and administrative …
B 71 54 60 65 55 94 77
6995
fyimail
WhatsApp Web MCP Claim
A bridge that connects WhatsApp Web to AI models using the Model Context Protoc…
B 71 55 78 46 46 80 100
6996
vinodismyname
redshift-utils-mcp Claim
redshift-utils-mcp
B 71 55 88 33 63 81 90
6997
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 55 84 68 27 74 87
6998
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
6999
drivenrajat
F1 Data Server Claim 2
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
B 71 55 66 82 N/A 62 95 42
7000
raphaelmarra
MCP CNPJ Intelligence Claim 2
An MCP server for querying data on 27 million Brazilian companies from the Fede…
B 71 55 69 62 49 78 96
Showing 6951–7000 of 33379 servers
« Prev 1 138 139 140 141 142 668 Next »