MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
he-yang
The JSON to Excel MCP provides a standardized interface for converting (1)JSON …
C 55 66 68 60 0 29 81 91
13952
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
13953
whitmanca
A Model Context Protocol server that provides real-time cryptocurrency price fe…
C 55 55 45 25 24 81 100
13954
tunde-alao
YouTube MCP Claim 1
A Model Context Protocol server that enables Claude to interact with YouTube da…
C 55 54 33 31 N/A 22 95 92
13955
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 54 33 33 N/A 18 95 93
13956
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
13957
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 54 23 32 N/A 41 95 92
13958
filearchitect
Blank Files MCP Claim 1
MCP server for listing and retrieving minimal valid blank files from blankfiles…
C 55 64 51 56 0 37 95 94
13959
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
13960
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
13961
Sameernayeema8
Pokemon MCP Server Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 55 48 32 27 84 83
13962
Swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rollin…
C 55 55 39 36 30 80 93
13963
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
13964
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
13965
daniel347x
Integrates WorkFlowy's outline and task management capabilities with LLM applic…
C 55 66 72 37 0 48 81 94
13966
cantian-ai
bazi-mcp Claim
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analy…
C 55 66 62 55 0 57 83 76
13967
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
13968
Saunved
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
C 55 55 51 70 N/A 30 80 35
13969
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
13970
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
13971
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
13972
olsigjecii
Weather MCP Server Claim
Enables real-time weather information and forecasts using the Open-Meteo API. P…
C 55 55 42 30 24 81 100
13973
xiaobenyang-com
AI-Persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
C 55 64 72 62 0 45 95 51
13974
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
13975
Nekzus
npm-sentinel-mcp Claim
NPM Sentinel MCP - AI-powered NPM package analysis for security, dependencies, …
C 55 66 78 31 0 78 86 63
13976
danpeig
Plutocalc Designer is a software suite for water and wastewater treatment plant…
C 55 66 80 35 0 35 82 99
13977
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
13978
mcpmessenger
Provides browser automation capabilities via HTTP endpoints by wrapping the off…
C 55 66 78 46 0 36 80 88
13979
ag2-mcp-servers
An MCP server that enables interaction with OnSched's consumer-facing appointme…
C 55 55 45 56 21 83 64
13980
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
13981
cdryampi
A Python server implementing the Model Context Protocol that exposes tools for …
C 55 55 42 38 21 81 92
13982
lichman0405
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
C 55 54 39 25 N/A 30 92 89
13983
arunrajece
Provides Google Maps functionality through Cloud Run, enabling route calculatio…
C 55 66 86 48 0 18 81 91
13984
kcbabo
my-mcp-server Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 55 45 25 24 82 100
13985
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
13986
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
13987
akari2600
FogBugz MCP Server Claim 1
A Model Context Protocol server that enables Language Learning Models to intera…
C 55 66 81 43 0 30 80 90
13988
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
13989
Deon62
Provides weather information and web search capabilities with special support f…
C 55 55 54 22 21 81 94
13990
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
13991
Kanta-Inc
Enables the management of document requests through the DocDocDoc API, allowing…
C 55 66 76 52 0 25 81 93
13992
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
13993
skerishKang
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
C 55 54 56 28 N/A 17 89 77
13994
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
13995
dbf100
Plaud MCP Server Claim
Enables AI assistants to access Plaud Note recordings, providing direct access …
C 55 54 60 0 N/A 25 91 100
13996
jeweis
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
C 55 55 42 22 30 81 100
13997
gaupoit
Enables AI assistants to manage WordPress sites through natural conversation, s…
C 55 66 76 37 0 43 81 97
13998
Mrbaeksang
Provides comprehensive Korean stock market analysis using investment strategies…
C 55 66 90 51 0 47 81 55
13999
patternstack-ai
PatternStack Claim 1
Provides crowdsourced package intelligence and security alerts for AI coding as…
C 55 66 86 68 0 52 82 35
14000
nirholas
PumpFun Claims Bot Claim 1
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bun…
C 55 55 49 0 N/A 70 70 99
Showing 13951–14000 of 33379 servers
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