MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9101
emilioSp
Provides seamless access to iRacing's racing simulation data, enabling AI assis…
C 68 55 62 72 51 80 71
9102
hthuong09
PostgreSQL MCP Server Claim 2
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 68 55 65 52 60 76 90
9103
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
9104
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
9105
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
9106
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 54 78 45 N/A 21 95 89
9107
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
9108
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
9109
MadeByNando
MCP Postgres Server Claim 1
A server implementing the Model Context Protocol (MCP) for Cursor that allows u…
C 68 55 72 62 20 81 96
9110
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
9111
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
9112
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
9113
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
9114
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
9115
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
9116
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
9117
madhusudan992844-alt
A Cloudflare Workers-based MCP server that enables secure remote connections us…
C 68 55 60 68 30 78 97
9118
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
9119
usensedata
Usense Data API now supports the MCP protocol, enabling easy enterprise data ac…
C 68 55 64 65 24 81 99
9120
latecheckout
Enables content generation and style application using Jasper AI's marketing pl…
C 68 55 60 66 29 81 98
9121
samgwd
DiSH MCP Server Claim
Enables interaction with the DiSH room booking platform to search availability,…
C 68 54 76 43 N/A 29 92 90
9122
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 55 72 61 30 76 92
9123
Opti-kjh
Palette MCP Claim
Converts Figma designs to React/Vue code using existing Design System component…
C 68 55 72 68 58 81 54
9124
arthurcolle
Substack MCP Server Claim 1
Enables AI tools to programmatically manage Substack content, including creatin…
C 68 55 90 74 N/A 24 90 39
9125
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
9126
aac6fef
Allows LLMs to execute Wolfram Language code in a secure, session-based environ…
C 68 54 68 50 N/A 20 95 100
9127
gen-pdf
Gen-PDF MCP Server Claim
Enables AI assistants to generate professional PDF documents from markdown cont…
C 68 55 48 72 53 78 93
9128
behavioral-ds
MCP 101 Example Claim
A foundational implementation of a Model Context Protocol (MCP) server designed…
C 68 44 42 N/A N/A 34 95 98
9129
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 54 72 36 N/A 43 87 98
9130
jlucaso1
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
C 68 54 60 61 N/A 27 90 97
9131
rookiejefren
AutoDev MCP Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
C 68 54 66 58 N/A 34 87 89
9132
moxiespirit
oathscore Claim
The trust layer for AI trading agents. Real-time world state (exchange status, …
C 68 54 66 43 41 90 100
9133
Sai-Adarsh
An MCP server that provides easy setup and configuration for multiple AI develo…
C 68 54 59 65 N/A 27 87 97
9134
wiltshirek
MCP IDE Bridge Claim
A stateless MCP server that enables real-time, bidirectional messaging and coll…
C 68 55 78 43 50 81 87
9135
mexyusef
ZMCP Claim
A high-performance desktop application that implements the Model Context Protoc…
C 68 55 86 72 40 81 48
9136
rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
C 68 54 78 37 N/A 36 90 90
9137
dryeab
mcp-telegram Claim 2
MCP Server for Telegram
C 68 55 77 40 N/A 54 80 89
9138
ctoouli
MCP Stock Market Claim
A Model Context Protocol tool that retrieves daily stock market data for any st…
C 68 55 66 100 38 81 43
9139
navin4078
A lightweight web scraping server that allows Claude Desktop users to extract v…
C 68 55 72 63 19 81 95
9140
asattelmaier
GNOME UI MCP Claim
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
C 68 54 78 22 N/A 65 90 89
9141
terrymunro
MCP MITM Mem0 Claim
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
C 68 55 66 63 26 81 93
9142
kroq86
Provides an MCP-native operational interface for diagnostics, explainability, r…
C 68 54 72 31 59 90 88
9143
ashishpatel26
A server exposing intelligent tools for enhancing RAG applications with entity …
C 68 55 74 56 18 81 98
9144
hoihosick
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
C 68 54 72 53 N/A 21 90 91
9145
kyuheon-kr
shell-use Claim 1
Let agents use the shell like a human.
C 68 54 68 36 N/A 49 92 95
9146
Jake-loranger
Enables interaction with the Algorand blockchain network including account mana…
C 68 55 78 100 23 81 40
9147
chenchen0611
MCP Python Demo Claim
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide w…
C 68 55 78 68 18 81 80
9148
rugvedp
Twitter Marketing MCP
C 68 55 66 62 34 81 90
9149
anujpandey2
A teaching repository that instructs non-technical users how to create Model Co…
C 68 54 74 40 N/A 19 95 100
9150
mundume
A TypeScript-based MCP server built on the Gmail API that implements a simple n…
C 68 55 66 71 24 78 93
Showing 9101–9150 of 67197 servers
« Prev 1 181 182 183 184 185 1344 Next »