MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22651
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
22652
Guiraud
Enables interaction with LimeSurvey API to create and manage surveys, questions…
D 49 44 48 41 19 80
22653
nickthelegend
pdf-mcp Claim
D 49 33 30 N/A N/A 18 95
22654
chrishayuk
Enables AI-assisted music composition through copyable pattern templates, style…
D 49 44 48 27 35 81
22655
ayushsinghvi92
MCP server that enables AI assistants to perform SEO automation tasks including…
D 49 44 60 22 22 82
22656
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
22657
eax
Programmatically generates and saves Gherkin feature files using the Model Cont…
D 49 43 48 27 N/A 20 95
22658
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
22659
zlinzzzz
finData-mcp-server Claim 1
An MCP server for accessing professional financial data, supporting multiple da…
D 49 44 43 25 48 81
22660
solidus-
Atlassian MCP Claim 1
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
D 49 44 64 22 19 81
22661
Gnayiak
cursor_mcp_installer Claim 1
cursor\_mcp\_installer
D 49 43 46 12 N/A 40 96
22662
Cjaimesg
Enables execution of Snowflake stored procedures through the MCP server by prov…
D 49 44 48 23 42 81
22663
codegraph-ai
codegraph Claim
Semantic code graph with 31 tools: callers, impact, complexity, unused code. 15…
D 49 43 48 0 N/A 62 89
22664
eeshapatel12
Enables management of e-commerce operations including products, customers, and …
D 49 44 62 31 24 71
22665
electrocucaracha
A lightweight MCP server implementation that provides a simple tool for fetchin…
D 49 44 42 35 35 81
22666
ag2-mcp-servers
An MCP Server providing access to Google's Firebase API, allowing natural langu…
D 49 44 45 40 21 83
22667
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud's Workload Manager API…
D 49 44 45 47 21 78
22668
mustafa-karakoyun
weather-mcp Claim
D 49 43 24 68 N/A 12 90
22669
silverknight404
Enables intelligent data analysis and querying of Snowflake databases through s…
D 49 44 48 41 21 81
22670
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
22671
FazcomIA
Enables AI agents to perform automated security testing through Caido, providin…
D 49 44 50 38 24 78
22672
leolilley
Enables complete management of Mailcow email servers through 20 MCP tools inclu…
D 49 44 42 42 25 82
22673
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
22674
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 44 60 20 27 81
22675
yasboop
Enables integration with the Cliniko practice management system through MCP too…
D 49 44 48 42 16 81
22676
foswmine
WorkflowMCP Claim
Enables complete product development lifecycle management through 26 MCP tools …
D 49 43 42 27 N/A 29 95
22677
shashwatgtm
Professional GTM consultation MCP server with EPIC framework
D 49 43 46 22 N/A 29 94
22678
QuantGeekDev
A starter template for building Model Context Protocol (MCP) servers, enabling …
D 49 43 56 17 N/A 20 95
22679
fefergrgrgrg
Neon MCP Server Claim
A lightweight Model Control Protocol server that allows agents like Cursor to i…
D 49 44 50 35 22 81
22680
vitor-giacomelli
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
D 49 44 42 30 45 81
22681
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
22682
jmu
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 49 44 42 43 27 81
22683
ag2-mcp-servers
An MCP server that enables interaction with Google's Fact Check Tools API, allo…
D 49 44 45 45 21 81
22684
ag2-mcp-servers
An MCP Server that provides a conversational interface to Google Tag Manager AP…
D 49 44 45 40 21 84
22685
kawayiYokami
What Happen MCP Claim
Aggregates news from 70+ platforms across categories like tech, finance, social…
D 49 44 54 26 28 81
22686
hoqqun
stooq-mcp Claim
Fetch real-time stock prices from Stooq without API keys. Supports global marke…
D 49 44 60 17 26 84
22687
jamesrochabrun
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
D 49 44 50 7 57 85
22688
zcking
MCP Server UniFi Claim
A server implementation that enables natural language interactions with UniFi n…
D 49 44 48 27 40 81
22689
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
22690
ag2-mcp-servers
Fitness MCP Server Claim 1
An MCP server that provides an interface to Google's Fitness API, enabling inte…
D 49 44 45 47 21 78
22691
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
22692
Wayy-Research
Enables direct interaction with Notion through the Notion API for searching, cr…
D 49 44 64 20 19 81
22693
idipankan
Provides access to Maersk vessel information including IMO numbers, vessel sche…
D 49 44 60 27 18 81
22694
ag2-mcp-servers
An MCP server that enables interaction with Google's Display & Video 360 advert…
D 49 44 45 45 21 81
22695
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
22696
wintersoldier3912-a11y
Provides real-time and historical cryptocurrency market data from multiple exch…
D 49 44 48 36 25 83
22697
kasirajan22
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
D 49 44 48 41 18 81
22698
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 44 42 46 24 81
22699
Arenukvern
mcp_flutter Claim 1
MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling
D 49 44 39 20 N/A 67 76
22700
WeberG619
MCP server for Autodesk Revit (BIM) with 705+ API endpoints. Enables AI agents …
D 49 43 25 28 N/A 67 87
Showing 22651–22700 of 33449 servers
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