MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
SiddheshDongare
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
C 56 66 72 43 0 43 80 100
13752
flipcoin-fun
flipcoin Claim
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
C 56 55 76 0 N/A 35 71 96
13753
pinzonjulian
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
C 56 55 45 27 26 80 100
13754
RobertBauer-dev
A tutorial MCP server for learning the Model Context Protocol by building file …
C 56 54 60 36 N/A 21 87 65
13755
YusukeYajima
karte-datahub-mcp Claim 1
Enables AI assistants to securely query and analyze KARTE event data via BigQue…
C 56 55 54 52 27 82 55
13756
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13757
SrulyRosenblat
Enables semantic search through a Pinecone vector database containing economic …
C 56 55 48 31 22 81 95
13758
Mohammad1704
Enables AI models to extract transcripts from YouTube videos in multiple langua…
C 56 66 72 43 0 39 81 100
13759
AIGC-Hackers
mcpx Claim
苹果 MCP 工具 ✅
C 56 66 90 10 0 81 82 83
13760
mcrimi
mcp-openhexa Claim
Enables interaction with OpenHEXA platform through Claude Desktop, allowing use…
C 56 64 68 51 0 19 95 100
13761
julien-nc
C411 MCP Server Claim 1
Enables searching torrents, fetching metadata, and downloading torrent files fr…
C 56 55 74 0 30 78 97
13762
Papasmurf79
A beginner-friendly collection of MCP server implementations demonstrating calc…
C 56 55 60 15 22 84 97
13763
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13764
yurinnick
Kubernetes MCP Claim 1
An MCP server that enables interaction with Kubernetes resources through natura…
C 56 54 39 32 N/A 40 95 76
13765
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13766
jamescalam
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
C 56 55 42 66 21 76 69
13767
obisagno
Apple MCP Claim
Enables AI interaction with native macOS applications including Messages, Notes…
C 56 66 78 37 0 48 76 98
13768
PStryder
TablaCognita Claim
MCP-native collaborative markdown editor with real-time AI document editing
C 56 66 90 10 0 60 81 100
13769
rajnandan1
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
C 56 66 78 70 0 24 81 75
13770
LucasDelgado
A Model Context Protocol server that enables interaction with Chop's Setup syst…
C 56 55 33 60 23 81 80
13771
xiaobenyang-com
Hugeicons Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 64 72 66 0 45 95 55
13772
ctvidic
Whoop MCP Server Claim 1
A Model Context Protocol server that provides language models with access to pe…
C 56 55 39 41 18 80 100
13773
x402-index
x402search-mcp Claim
Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per sea…
C 56 64 72 63 0 32 75 92
13774
abakhru
Vibetest Use Claim 1
An MCP server that launches multiple Browser-Use agents to test websites for UI…
C 56 54 41 32 N/A 27 90 91
13775
mohamedouamer19
Enables comprehensive ransomware threat analysis through 25+ tools that interac…
C 56 55 56 27 16 81 92
13776
Joseph19820124
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
C 56 54 48 20 N/A 23 95 94
13777
ChaosXu
PyMCP Sum Server Claim
A simple MCP server that provides integer addition functionality. Enables users…
C 56 55 48 25 23 81 100
13778
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13779
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
13780
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
13781
dumyCq
Enables AI agents to search, browse, and book hotels from a database of 2 milli…
C 56 64 66 60 0 20 95 91
13782
dodangnguyen96
Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…
C 56 55 48 25 24 81 100
13783
marcus-waldman
Iconsult MCP Claim 1
An architecture consulting server that reviews multi-agent systems against a kn…
C 56 66 92 41 0 29 78 91
13784
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13785
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13786
gandandev
NEIS MCP Server Claim
Enables access to Korean school information through the National Education Info…
C 56 55 60 43 24 81 64
13787
gugga7
Enables AI assistants to discover and search authentic Moroccan tourism experie…
C 56 66 82 31 0 51 82 94
13788
sourabharsh
A Model Context Protocol server implementation designed to run on Cloudflare Wo…
C 56 55 39 57 26 80 77
13789
MCP4Public
Look 4 Fundings Claim
Provides basic text manipulation and analysis tools including word reversal and…
C 56 66 68 65 0 27 81 91
13790
bj11077
mcp-exam Claim
C 56 54 30 45 N/A 7 95 100
13791
Mouseminar
Enables querying and analysis of Chinese university discipline assessments, inc…
C 56 55 48 43 19 82 80
13792
stevenyuser
NBA MCP Server Claim 1
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
C 56 54 39 25 N/A 22 95 100
13793
DeepSRT
DeepSRT MCP Server Claim 1
An MCP server that enables users to generate summaries of YouTube videos in mul…
C 56 66 69 57 0 38 81 92
13794
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13795
jikime
MCP server that provides Korean weather information using grid coordinates and …
C 56 55 66 31 18 81 75
13796
yoavf
ai-sessions-mcp Claim 1
MCP server for searching and accessing your AI coding sessions from Claude Code…
C 56 64 61 26 0 71 95 95
13797
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 64 63 36 0 62 87 99
13798
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13799
David3u
MCP Plus Claim
A lightweight MCP server that enhances AI agents with tools for codebase analys…
C 56 55 54 31 22 81 90
13800
EmanManco
Enables AI agents to fetch real-time weather data for any location using the Op…
C 56 55 48 17 44 81 97
Showing 13751–13800 of 54421 servers
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