MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24551
ag2-mcp-servers
An MCP Server that provides access to League of Legends statistics via the Spor…
D 50 44 45 47 21 81
24552
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
24553
ferdiangunawan
Debate Agent MCP Claim
Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating…
D 50 43 48 27 N/A 26 95
24554
ag2-mcp-servers
An MCP Server that provides a natural language interface to Google Cloud Resour…
D 50 44 45 52 21 78
24555
daniel-was-taken
TrainerML Claim
Advanced machine learning platform with MCP integration that enables automated …
D 50 44 48 43 23 81
24556
hima2b4
A minimal MCP server template that provides a basic endpoint for testing ChatGP…
D 50 44 42 50 22 81
24557
heesookiim
Enables interaction with Zuora's billing and subscription management platform t…
D 50 44 60 27 21 81
24558
ImRonAI
Provides comprehensive access to Telnyx's telephony and communication services …
D 50 44 56 32 24 81
24559
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
24560
Layr-Labs
A Model Context Protocol server that provides EigenLayer documentation to AI as…
D 50 44 39 26 59 80
24561
feldivia
MCP CMF Tools Claim 1
MCP server for Chilean financial regulation, providing economic indicators (UF,…
D 50 33 27 N/A N/A 27 95
24562 D 50 33 38 N/A N/A 12 95
24563 D 50 43 48 25 N/A 27 94
24564
TakoData
TakoData-tako-mcp Claim
Provide real-time data querying and visualization by integrating Tako with your…
D 50 55 60 63 0 43 81
24565
bernierllc
brain-trust Claim
Enables AI agents to ask questions and review planning documents by connecting …
D 50 44 42 10 78 81
24566
thichcode
A Model Context Protocol server for integrating with ServiceDesk Plus On-Premis…
D 50 44 57 35 21 80
24567
Jungley8
Enables management of WeChat Official Accounts by supporting draft creation, im…
D 50 44 42 43 30 80
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
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
24570
ag2-mcp-servers
An MCP server that enables authentication and authorization with Google's OAuth…
D 50 44 45 50 21 76
24571
pingcy
ChatPPT-MCP Claim
A multi-document RAG engine server that enables intelligent querying and analys…
D 50 44 54 36 19 81
24572
adamamer20
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
D 50 55 82 28 0 52 80
24573
ayupow
This server contains 5 tools. It could be used to identify critical facilities …
D 50 43 50 11 N/A 43 95
24574
dadbodgeoff
drift Claim
Codebase intelligence for AI. Detects patterns & conventions + remembers decisi…
D 50 43 42 32 N/A 29 92
24575
ag2-mcp-servers
An MCP Server providing access to Google's Firebase API, allowing natural langu…
D 49 44 45 40 21 83
24576
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 44 42 46 24 81
24577
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
24578
kawayiYokami
What Happen MCP Claim
Aggregates news from 70+ platforms across categories like tech, finance, social…
D 49 44 54 26 28 81
24579
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
24580
h2bis-dev
Connect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capab…
D 49 33 24 N/A N/A 28 95
24581
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
24582
rickcen01
An advanced MCP server that provides interactive feedback mechanisms with suppo…
D 49 44 42 33 38 81
24583
Wayy-Research
Enables direct interaction with Notion through the Notion API for searching, cr…
D 49 44 64 20 19 81
24584
WeberG619
Give AI full read-write access to Autodesk Revit. 705+ MCP endpoints. The first…
D 49 43 25 28 N/A 67 87
24585
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
24586
smithery-ai
A Notion workspace is a collaborative environment where teams can organize work…
D 49 55 68 60 0 30 76
24587
leolilley
Enables complete management of Mailcow email servers through 20 MCP tools inclu…
D 49 44 42 42 25 82
24588
codegraph-ai
codegraph Claim
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memor…
D 49 43 48 0 N/A 62 89
24589
wintersoldier3912-a11y
Provides real-time and historical cryptocurrency market data from multiple exch…
D 49 44 48 36 25 83
24590
hsm207
A minimal reproduction repository designed to demonstrate and test Chrome exten…
D 49 43 42 28 N/A 27 95
24591
chrishayuk
Enables AI-assisted music composition through copyable pattern templates, style…
D 49 44 48 27 35 81
24592
foswmine
WorkflowMCP Claim
Enables complete product development lifecycle management through 26 MCP tools …
D 49 43 42 27 N/A 29 95
24593
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
24594
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
24595
Arenukvern
mcp_flutter Claim 1
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client si…
D 49 44 39 20 N/A 67 76
24596
zlinzzzz
finData-mcp-server Claim 1
An MCP server for accessing professional financial data, supporting multiple da…
D 49 44 43 25 48 81
24597
ag2-mcp-servers
An MCP server that enables interaction with Google's Display & Video 360 advert…
D 49 44 45 45 21 81
24598
ayushsinghvi92
MCP server that enables AI assistants to perform SEO automation tasks including…
D 49 44 60 22 22 82
24599
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
24600
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 44 60 20 27 81
Showing 24551–24600 of 66534 servers
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