MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7101
SmartManoj
telegram-bot-mcp Claim
Send messages and notifications to Telegram chats from your workflows. Deliver …
B 71 54 54 71 N/A 26 95 100
7102
saarkia
A write-enabled extension for the official Braze MCP server that allows users t…
B 71 55 90 42 48 81 88
7103
dewanshparashar
Enables monitoring and interaction with Arbitrum Nitro nodes and chains through…
B 71 55 90 83 33 81 53
7104
hamid-vakilzadeh
XBRL-US MCP Server Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 55 72 71 28 81 92
7105
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
7106
HashkeyHSK
Hashkey MCP Server Claim 1
A Model Context Protocol server that provides onchain tools for AI applications…
B 71 55 57 70 52 81 93
7107
MasahiroOkamura-MAC
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, …
B 71 54 62 65 N/A 29 95 94
7108
gratitude5dee
Enables AI agents to perform e-commerce operations through a standardized inter…
B 71 54 60 68 N/A 35 95 93
7109
ravikiranvm
Enables natural language analysis of AWS costs, automated FinOps waste audits, …
B 71 54 70 43 N/A 64 94 88
7110
Defenter-AI
Defenter Proxy Claim
Real-time semantic security for AI coding agents and MCP tools
B 71 54 80 33 N/A 70 95 79
7111
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 54 78 56 N/A 19 95 95
7112
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
7113
vinhphamai23
Integrates the Brave Search API to provide web and local search capabilities, i…
B 71 55 78 67 27 82 91
7114
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
7115
goswamig
Fetch MCP Server Claim 1
Provides functionality to fetch web content in various formats, including HTML,…
B 71 55 90 47 23 81 100
7116
cfsandoval
An MCP server that enables LLMs to interact with the Moodle platform to manage …
B 71 55 63 68 41 81 100
7117
taazkareem
Twitter MCP Server Claim 1
Provides AI agents with comprehensive Twitter functionality through the Model C…
B 71 55 92 60 17 81 88
7118
raidenyn
Enables interaction with Telegram chat history, including text, photos, and doc…
B 71 54 60 67 N/A 32 90 99
7119
yunkee-lee
MCP Naver Maps Claim
A server that connects to Naver Maps and Search APIs, enabling geocoding and lo…
B 71 55 64 71 40 81 92
7120
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
7121
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
7122
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 55 78 68 25 82 92
7123
kemalersin
fonparam-mcp Claim 1
MCP server for FonParam API - Turkish mutual funds data
B 71 55 63 100 N/A 48 95 37
7124
Samuelr2112
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
B 71 55 84 55 21 81 100
7125
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 55 78 91 29 81 61
7126
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
7127
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 55 78 60 33 80 96
7128
Yarflam
Weather MCP Server Claim 1
A free Model Context Protocol server that retrieves global weather data and for…
B 71 55 80 68 22 81 88
7129
terryso
mcp-pinterest Claim
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
B 71 55 84 83 66 81 32
7130
muhammadzaeemaltaf
GitHub Summary MCP Claim
Generates daily GitHub work summaries by analyzing commits across all repositor…
B 71 55 54 82 30 81 100
7131
coding-pioneers
Integrates Monti APM with the Model Context Protocol to provide AI assistants w…
B 71 55 78 68 24 81 90
7132
nahmanmate
Enables enterprise-grade authentication management with secure credential handl…
B 71 55 78 56 38 80 95
7133
gharshit
Enables AI assistants to safely interact with PostgreSQL databases through read…
B 71 55 72 52 47 81 100
7134
L3-N0X
Minecraft Wiki MCP Claim 1
Searches and queries the official minecraft wiki to answer any minecraft-relate…
B 71 55 75 57 N/A 32 87 96
7135
Bigsy
clj-kondo MCP Server Claim 1
A Model Context Protocol server that provides clj-kondo linting capabilities fo…
B 71 55 63 100 N/A 41 95 42
7136
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
B 71 54 84 43 N/A 47 95 80
7137
Clearner1
Task MCP Claim
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
B 71 55 72 70 31 81 89
7138
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
7139
powerdrillai
Powerdrill MCP Server Claim 1
An MCP server that provides tools to interact with Powerdrill (https://powerdri…
B 71 55 65 72 51 76 86
7140
gianlucamazza
MCP ASCII Charts Claim 1
A Model Context Protocol server that generates lightweight ASCII charts directl…
B 71 55 71 100 52 81 41
7141
mattmahowald
Enables interaction with Salesforce organizations through SOQL queries, object …
B 71 54 60 68 N/A 25 95 100
7142
SunflowersLwtech
mcp_creator_growth Claim
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
B 71 54 60 57 N/A 60 92 85
7143
streetquant
Jules MCP Server Claim 1
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
B 71 55 78 68 29 76 95
7144
lumberjack-so
JoeMCP Claim
Connects AI assistants to JoeAPI construction management system, enabling manag…
B 71 55 82 100 28 81 43
7145
TheRaLabs
legion-mcp Claim 1
Universal database MCP server supporting multiple database types including Post…
B 71 54 76 33 N/A 59 90 99
7146
manishamishraacc
A server that provides browser automation capabilities using Playwright, enabli…
B 71 55 84 43 51 81 94
7147
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 55 72 62 46 81 91
7148
gavinHuang
PDF2MD MCP Server Claim 1
An MCP server that converts PDF files to Markdown format using AI sampling capa…
B 71 55 51 82 46 81 91
7149
deanpluse
MCP Sui Tools Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 55 54 82 45 81 90
7150
CoderGamester
mcp-unity Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 54 73 33 N/A 69 95 87
Showing 7101–7150 of 47066 servers
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