MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
Jacobngai
Enables high-performance audio transcription using Faster Whisper with CUDA acc…
C 55 54 66 17 N/A 32 95 58
13952
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
13953
sofianhamiti
s3-tools Claim 2
An MCP server that provides tools for interacting with AWS S3 buckets, enabling…
C 55 55 57 23 20 81 91
13954
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
13955
jethroHuang
Fetch API MCP Server Claim 1
A Model Context Protocol server that enables sending customizable HTTP requests…
C 55 55 45 82 N/A 23 95 18
13956
sfiorini
youtube-mcp Claim
Search and browse videos, channels, and playlists to fetch titles, descriptions…
C 55 66 100 10 0 47 81 90
13957
deshartman
An MCP server that enables secure, PCI-compliant payment processing during voic…
C 55 66 57 62 0 42 81 90
13958
daishir0
Enables Claude.ai to interact with the Papernote cloud-based note management sy…
C 55 66 76 38 0 43 82 91
13959
truongducthuan
A full-featured bookstore MCP server with 6 tools for searching books, managing…
C 55 66 60 65 0 26 81 94
13960
bug-breeder
quip-mcp Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
C 55 66 70 32 0 67 81 92
13961
danpeig
Enables water and wastewater treatment system design by accessing Plutocalc Des…
C 55 66 80 35 0 35 82 99
13962
IAmAlexander
Readwise Claim
Manage your Readwise library by searching, retrieving, and organizing highlight…
C 55 66 86 10 0 62 81 98
13963
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
13964
pythagraph
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
C 55 66 66 62 0 25 81 95
13965
crebish
MCP Server Claim
A remote Model Context Protocol server that enables AI assistants to interact w…
C 55 66 86 36 0 27 81 98
13966
minji337
MCP Slack Python Claim 1
An MCP server that enables interaction with Slack workspaces through tools for …
C 55 55 39 62 30 81 58
13967
lipeng9401222
M8 Codex MCP Claim
An AI-powered toolkit for the M8 mobile development framework that enables auto…
C 55 55 54 52 29 67 68
13968
ag2-mcp-servers
An MCP server for interacting with the Tripura State Board of Secondary Educati…
C 55 55 45 57 21 76 71
13969
Mrbaeksang
Provides comprehensive Korean stock market analysis using investment strategies…
C 55 66 90 51 0 47 81 55
13970
BalajSaleem
criterion Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
C 55 66 51 75 0 28 81 97
13971
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
13972
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
13973
antidump
AURA MCP Server Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 66 84 43 0 24 81 95
13974
Guid-Lab
cv-forge-mcp Claim 1
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
C 55 64 57 31 0 72 95 91
13975
kjozsa
Git MCP Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 54 47 23 N/A 13 95 92
13976
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
13977
QAInsights
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
C 55 64 82 33 0 37 95 79
13978
joshndala
Enables users to generate AI-powered music videos by analyzing visual content t…
C 55 64 72 42 0 27 95 91
13979
swayam-mishra
Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics …
C 55 55 44 35 25 81 86
13980
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
13981
docdyhr
mcp-wordpress Claim
MCP Server to manage a Wordpress CMS system.
C 55 66 60 41 0 87 81 76
13982
odysseus0
Shell MCP Server Claim 2
A Model Context Protocol server that allows LLMs to execute shell commands and …
C 55 64 63 57 0 17 95 94
13983
aaronsb
Jira Insights MCP Claim 1
An MCP server that allows management of Jira Insights (JSM) asset schemas, enab…
C 55 66 85 43 0 33 76 90
13984
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
13985
Medinios
SuricataMCP Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
C 55 54 48 28 N/A 20 87 87
13986
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
13987
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
13988
nrjchnd
A Model Context Protocol server that enables AI models to interact with VoIPBin…
C 55 55 39 38 34 80 84
13989
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
13990
skerishKang
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
C 55 54 56 28 N/A 17 89 77
13991
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
13992
posidron
PowerShell MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 55 45 82 N/A 25 80 29
13993
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
13994
amarisaster
Tempo Claim 1
An MCP server for Spotify control and synchronized lyrics retrieval that enable…
C 55 66 57 66 0 35 77 96
13995
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
13996
hatimitu76
mcp-shoten-url Claim
Enables creation of shortened URLs using the x.gd URL shortening service throug…
C 55 66 54 63 0 42 81 94
13997
Codeshark-NET
Enables users to search and filter open source issues related to climate change…
C 55 66 66 65 0 20 81 94
13998
rayenamer
MCP Transport HTTP Claim
A lightweight HTTP transport module that provides a simple interface for sendin…
C 55 54 54 35 N/A 23 95 60
13999
wangx-wx
Yuque MCP Server Claim
Enables searching and retrieving detailed document content from the Yuque platf…
C 55 66 54 67 0 36 80 93
14000
D-Diaa
Gemini MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Google's G…
C 55 55 45 33 18 80 97
Showing 13951–14000 of 66502 servers
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