MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24551
czh2774
A powerful log bridging tool that synchronizes log information between Cocos Cr…
D 50 44 42 33 44 81
24552
thichcode
A Model Context Protocol server for integrating with ServiceDesk Plus On-Premis…
D 50 44 57 35 21 80
24553
applitools
Applitools Claim 1
The Applitools MCP server helps you create, update, and analyze visual tests us…
D 50 43 36 37 N/A 29 95
24554
ZNCOU
MCP Installer Claim 1
A meta-server that allows Claude to install other MCP servers from npm or PyPi,…
D 50 43 54 7 N/A 42 95
24555
heesookiim
Enables interaction with Zuora's billing and subscription management platform t…
D 50 44 60 27 21 81
24556
rizaqpratama
Implements a Model Context Protocol server that provides context from CucumberS…
D 50 44 48 46 19 81
24557
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
24558
sonzentherevolution
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Autom…
D 50 43 60 13 N/A 23 95
24559
ag2-mcp-servers
An MCP Server that enables interaction with the Obono RKSV API, automatically g…
D 50 44 45 47 21 80
24560
User-Gold
Enables Claude Desktop to interact with PostgreSQL databases through natural la…
D 50 44 50 38 25 80
24561
F4bse-94
dealfront Claim
D 50 33 30 N/A N/A 24 95
24562
windsornguyen
x-mcp Claim
A read-only X/Twitter MCP server that enables data retrieval for user profiles,…
D 50 44 48 25 42 83
24563
aldrin-labs
mcp server that allows to do actual actions related to solana first version add…
D 50 44 56 17 40 82
24564
memara-memory
Memara Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
D 50 33 36 N/A N/A 12 95
24565
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
24566
GladwinTM
Generates personalized learning paths by integrating with YouTube, Google Drive…
D 50 44 56 37 18 81
24567
jacgood
A custom server that integrates WebDNA documentation with AI assistants by scra…
D 50 44 48 41 26 81
24568
kedarvartak
md-md Claim 1
MCP server for md.md - provides team knowledge context to AI assistants
D 50 33 39 N/A N/A 25 83
24569
pingcy
ChatPPT-MCP Claim
A multi-document RAG engine server that enables intelligent querying and analys…
D 50 44 54 36 19 81
24570
hyson666
A document knowledge base system that enables users to upload PDFs and query th…
D 50 44 56 31 27 80
24571 D 50 33 32 N/A N/A 19 95
24572
adamamer20
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
D 50 55 82 28 0 52 80
24573
Dsazz
JIRA MCP Server Claim 1
A Model Context Protocol server that integrates JIRA directly into Cursor IDE, …
D 50 44 33 33 55 83
24574
sazboxai
A Model Control Protocol server that enables AI assistants to interact with Met…
D 50 44 48 43 21 80
24575
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 44 42 46 24 81
24576
foswmine
WorkflowMCP Claim
Enables complete product development lifecycle management through 26 MCP tools …
D 49 43 42 27 N/A 29 95
24577
Wayy-Research
Enables direct interaction with Notion through the Notion API for searching, cr…
D 49 44 64 20 19 81
24578
ag2-mcp-servers
MailScript MCP Server Claim 1
An MCP server that enables interaction with the MailScript API, allowing manage…
D 49 44 45 45 21 78
24579
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
24580
aem-edge-delivery
A Node.js server that processes mathematical calculations and natural language …
D 49 44 60 26 21 81
24581
h2bis-dev
Connect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capab…
D 49 33 24 N/A N/A 28 95
24582 D 49 33 28 N/A N/A 21 95
24583
FazcomIA
Enables AI agents to perform automated security testing through Caido, providin…
D 49 44 50 38 24 78
24584
shashwatgtm
Professional GTM consultation MCP server with EPIC framework
D 49 43 46 22 N/A 29 94
24585
jamesrochabrun
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
D 49 44 50 7 57 85
24586
nickthelegend
pdf-mcp Claim
D 49 33 30 N/A N/A 18 95
24587
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud's Workload Manager API…
D 49 44 45 47 21 78
24588
synackpwn
Enrichment MCP Server Claim 1
A Model Context Protocol server that performs third-party threat intelligence e…
D 49 44 57 25 24 81
24589
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
24590
annyzhou
GCAL-MCP Claim 1
A Model Context Protocol server that provides read-only access to the Google Ca…
D 49 44 41 27 45 83
24591
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 44 60 20 27 81
24592
Gnayiak
cursor_mcp_installer Claim 1
cursor\_mcp\_installer
D 49 43 46 12 N/A 40 96
24593
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
24594
amornpan
Enables language models to read and analyze LINE Bot conversations through a st…
D 49 44 48 45 14 81
24595
eeshapatel12
Enables management of e-commerce operations including products, customers, and …
D 49 44 62 31 24 71
24596
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
24597
WeberG619
Give AI full read-write access to Autodesk Revit. 705+ MCP endpoints. The first…
D 49 43 25 28 N/A 67 87
24598
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
24599
danttis
Eternity MCP Claim
A privacy-focused local memory server that provides long-term semantic storage …
D 49 43 42 22 N/A 48 87
24600
kasirajan22
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
D 49 44 48 41 18 81
Showing 24551–24600 of 67226 servers
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