MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
10852
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
10853
gomessoaresemmanuel-cpu
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
C 64 55 88 0 N/A 57 81 94
10854
nhannpl
Provides access to real-time Winnipeg Transit data and 311 City Services, enabl…
C 64 55 64 41 48 81 85
10855
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
10856
lenslp
Git Commit MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to perform standard …
C 64 54 57 52 N/A 34 90 80
10857
kerodkibatu
Implore MCP Claim
Enables AI assistants to request human input through interactive GUI dialogs wi…
C 64 54 60 57 N/A 26 89 80
10858
zachsai
Hevy MCP Claim 1
An MCP server that connects AI clients to the Hevy workout tracking app, allowi…
C 64 55 45 67 30 80 93
10859
cdgaete
TokenScope Claim 1
A Model Context Protocol server that enables token-aware directory exploration …
C 64 54 57 38 N/A 37 95 91
10860
boray
Mina Archive Node Claim
Provides access to Mina blockchain data, enabling queries for events, actions, …
C 64 55 60 82 25 81 58
10861
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
10862
ejfox
Enable AI assistants to search, play, and control Spotify tracks and playlists …
C 64 55 39 100 N/A 22 81 67
10863
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
10864
showfive
Provides a server utilizing Model Context Protocol to enable human-like browser…
C 64 55 78 100 21 81 19
10865
harishivam1411
A demonstration implementation of a Model Context Protocol server that provides…
C 64 54 66 33 N/A 21 95 100
10866
PovedaAqui
SuzieQ MCP Server Claim
This project provides a Model Context Protocol (MCP) server that allows languag…
C 64 55 60 41 40 85 91
10867
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
10868
arnaldo-delisio
Enables interaction with X (Twitter) to post tweets, threads, and replies while…
C 64 55 60 40 37 82 98
10869
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10870
Derrbal
Enables AI assistants to interact with TestRail test management systems through…
C 64 66 96 72 0 31 81 95
10871
Traia-IO
ICON MCP v103 Claim
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
C 64 55 68 46 24 81 91
10872
japentaca
Enables secure read-only access to PostgreSQL databases through SELECT queries …
C 64 55 72 82 27 81 42
10873
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
10874
stucchi
db-mcp-server Claim 1
A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite w…
C 64 54 72 40 50 61 97
10875
pjookim
Korea Tour Claim 1
Explore the rich cultural heritage and attractions of Korea. Access detailed to…
C 64 54 70 62 N/A 16 90 68
10876
ReyNeill
Kontxt MCP Server Claim 1
A Model Context Protocol server that connects AI clients to local code reposito…
C 64 54 71 41 N/A 21 87 91
10877
cristiano-c1
An MCP server that provides fact-checking capabilities and truth anchoring for …
C 64 55 55 47 60 80 84
10878
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10879
hxie-pallas
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
C 64 55 68 41 36 81 92
10880
199-mcp
openai-gpt-image-mcp Claim 1
An MCP server that enables image generation and editing using OpenAI's DALL-E m…
C 64 55 45 63 47 80 84
10881
j0hanz
cortex-mcp Claim
Enables multi-level reasoning with configurable depth levels, session-based sta…
C 64 64 90 58 0 60 94 80
10882
izjing
mcp-swagger-schema Claim 1
An MCP server that allows users to query and retrieve request and response JSON…
C 64 55 63 55 35 82 80
10883
Abysswalkr
PortHunter MCP Claim
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
C 64 54 42 53 N/A 44 95 85
10884
sasabasara
Real-time NYC subway stations, arrivals, service alerts, and route planning.
C 64 66 90 72 0 48 81 91
10885
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10886
hieuttmmo
entraid-mcp-server Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 55 75 40 27 78 90
10887
jakedx6
Provides comprehensive project management capabilities through the Helios-9 API…
C 64 66 84 68 0 62 81 90
10888
Pratyay
mac-monitor-mcp Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 54 60 40 N/A 30 90 96
10889
nitvob
Weather MCP Server Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 55 72 28 30 83 100
10890
qememe
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 70 27 83 85
10891
BACH-AI-Tools
Enables access to Usage and Billing APIs for managing accounts, products, meter…
C 64 55 56 100 45 78 33
10892
zbkm
mmnt-mcp-server Claim 1
MCP server for Mamont search engine
C 64 55 47 57 51 81 88
10893
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
10894
cryppadotta
Wizzypedia MCP Server Claim 2
A Model Context Protocol server that enables searching, reading, and editing wi…
C 64 55 69 91 28 78 40
10895
jalehman
MCP Sage Claim 1
An MCP server that provides tools for getting second opinions or detailed code …
C 64 55 51 70 24 81 89
10896
arch3rPro
MCP-PST-Server Claim
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
C 64 55 84 28 43 78 79
10897
zakahan
vedit-mcp Claim
vedit-mcp
C 64 55 78 33 34 81 87
10898
mb-dev
Enables Claude to see and interact with any macOS application using natural lan…
C 64 54 54 33 N/A 50 95 89
10899
yuv24793
custom-mcp-server Claim 1
An MCP server that provides custom functionality.
C 64 54 33 62 N/A 29 94 100
10900
bensinclair
Weather MCP Server Claim 1
A Model Context Protocol server that retrieves current weather information for …
C 64 55 59 100 20 81 41
Showing 10851–10900 of 57357 servers
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