MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24601
eeshapatel12
Enables management of e-commerce operations including products, customers, and …
D 49 44 62 31 24 71
24602
vmm
Enables control of TP-Link Kasa smart home devices through natural language com…
D 49 43 36 46 N/A 13 95
24603
ag2-mcp-servers
An MCP Server that enables users to interact with Google's On-Demand Scanning A…
D 49 44 45 47 21 76
24604
ag2-mcp-servers
An MCP Server providing access to Google's Firebase API, allowing natural langu…
D 49 44 45 40 21 83
24605
Guiraud
Enables interaction with LimeSurvey API to create and manage surveys, questions…
D 49 44 48 41 19 80
24606
ag2-mcp-servers
An MCP Server that provides a conversational interface to Google Tag Manager AP…
D 49 44 45 40 21 84
24607
ayushsinghvi92
MCP server that enables AI assistants to perform SEO automation tasks including…
D 49 44 60 22 22 82
24608
kasirajan22
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
D 49 44 48 41 18 81
24609
yasboop
Enables integration with the Cliniko practice management system through MCP too…
D 49 44 48 42 16 81
24610
shashwatgtm
Professional GTM consultation MCP server with EPIC framework
D 49 43 46 22 N/A 29 94
24611
multiagentcognition
cmux-agent-mcp Claim
A programmable terminal control plane that enables AI agents to orchestrate, mo…
D 49 43 66 0 N/A 43 81
24612
ag2-mcp-servers
An MCP server that enables interaction with Google's Display & Video 360 advert…
D 49 44 45 45 21 81
24613
cqyefeng119
Outlook MCP Server Claim
An integration server that lets you control Microsoft Outlook on Windows via CO…
D 49 43 60 12 N/A 19 95
24614
vitor-giacomelli
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
D 49 44 42 30 45 81
24615
zlinzzzz
finData-mcp-server Claim 1
An MCP server for accessing professional financial data, supporting multiple da…
D 49 44 43 25 48 81
24616
nickthelegend
pdf-mcp Claim
D 49 33 30 N/A N/A 18 95
24617
jmu
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 49 44 42 43 27 81
24618
carlmax6632-lab
Keploy Claim
Keploy is an open-source AI-powered testing platform that helps developers achi…
D 49 33 32 N/A N/A 15 95
24619
smithery-ai
A Notion workspace is a collaborative environment where teams can organize work…
D 49 55 68 60 0 30 76
24620
wintersoldier3912-a11y
Provides real-time and historical cryptocurrency market data from multiple exch…
D 49 44 48 36 25 83
24621
FazcomIA
Enables AI agents to perform automated security testing through Caido, providin…
D 49 44 50 38 24 78
24622
jamesrochabrun
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
D 49 44 50 7 57 85
24623
jaalbin24
WikiJS MCP Server Claim 2
A Model Context Protocol server that enables Claude to read and update document…
D 49 44 43 42 24 82
24624
ChutinRop
MCP Study Agent Claim 1
An MCP server that enables users to interact with local documents for education…
D 49 43 27 50 N/A 25 92
24625
hoqqun
stooq-mcp Claim
Fetch real-time stock prices from Stooq without API keys. Supports global marke…
D 49 44 60 17 26 84
24626
aem-edge-delivery
A Node.js server that processes mathematical calculations and natural language …
D 49 44 60 26 21 81
24627
gfuener
A management interface for MCP servers built with Angular 17 and Bootstrap 5.
D 49 43 46 27 N/A 23 95
24628
ag2-mcp-servers
An MCP server that enables interaction with Google's Fact Check Tools API, allo…
D 49 44 45 45 21 81
24629
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 44 60 20 27 81
24630
eax
Programmatically generates and saves Gherkin feature files using the Model Cont…
D 49 43 48 27 N/A 20 95
24631
Cjaimesg
Enables execution of Snowflake stored procedures through the MCP server by prov…
D 49 44 48 23 42 81
24632
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 44 42 46 24 81
24633
DannyMac180
MCP Think Tool Claim 1
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
D 49 44 45 22 47 81
24634
amornpan
Enables language models to read and analyze LINE Bot conversations through a st…
D 49 44 48 45 14 81
24635 D 49 33 28 N/A N/A 21 95
24636
badrinathvm
A basic Model Context Protocol server implementation that demonstrates core fun…
D 49 44 56 32 21 78
24637
doriandarren
An MCP server that enables the automated creation and scaffolding of Python Dja…
D 49 33 27 N/A N/A 25 95
24638
ag2-mcp-servers
NHL Scores MCP Server Claim 1
An MCP Server that provides access to NHL (National Hockey League) scores and s…
D 49 44 45 45 21 80
24639
solidus-
Atlassian MCP Claim 1
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
D 49 44 64 22 19 81
24640
the-artinet-project
mcp Claim
D 48 33 26 N/A N/A 21 95
24641
Nexsite
A comprehensive MCP server that provides 159 tools for interacting with the Fre…
D 48 44 72 0 30 81
24642
bangbangda
WeCom MCP Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
D 48 43 42 7 47 96
24643
raphamaster
Enables natural language analysis of automotive sales data stored in MariaDB us…
D 48 44 54 28 19 81
24644
jalzoubi
MCP Server Claim
A JSON-RPC 2.0 compliant server that enables interaction with HDF5 data files a…
D 48 43 44 32 N/A 21 90
24645
wwiens
Trakt Claim
A Model Context Protocol (MCP) server that creates a bridge between AI language…
D 48 44 48 22 32 84
24646
cfocoder
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
D 48 55 64 45 0 45 81
24647
anaisbetts
mcp-installer Claim 3
An MCP server that installs other MCP servers for you.
D 48 43 39 10 N/A 51 95
24648
jmgress
Simple MCP Server Claim 1
A lightweight Model Context Protocol server that provides an in-memory key-valu…
D 48 44 48 22 37 82
24649
joeleesuh
githubmcp Claim
D 48 33 28 N/A N/A 18 95
24650
tri2703
Nmap-MCP Claim
An agent-based network scanning system that uses Nmap for network discovery and…
D 48 43 38 36 N/A 16 95
Showing 24601–24650 of 60387 servers
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