MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24751
IsaiahDupree
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
D 47 44 48 38 18 76
24752
couchrishi
kjlahsdjkashd
D 47 44 50 33 16 81
24753
umdoyuun
mcp_project Claim
D 47 43 42 26 N/A 18 95
24754
Cdalwadi
MCP Weather Server Claim
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
D 47 44 50 27 25 81
24755
Rkshobhit
MCP Weather Server Claim
Enables users to get current weather information for any city through a simple …
D 47 44 34 46 27 81
24756
mokemoke0821
MCP Server Claim
A cross-platform shell command execution server that supports Windows, macOS, a…
D 47 43 38 33 N/A 24 88
24757
w2pwinlinux
An executable MySQL server implementation that facilitates database connections…
D 47 43 54 12 N/A 16 95
24758
ajkeast
A personal AI coding assistant that connects to various development environment…
D 47 43 48 22 N/A 16 95
24759
merakimiles
Meraki MCP Claim
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
D 47 44 42 38 26 78
24760
cortexapps
Cortex MCP Claim 1
A Model Context Protocol server that provides natural language access to Cortex…
D 47 44 41 22 47 81
24761
wolfschram
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
D 47 33 24 N/A N/A 23 95
24762
Priya-1514
Provides real-time and historical cryptocurrency market data from major exchang…
D 47 44 50 28 21 81
24763
2squirrelsai
Enables intelligent analysis and organization of image collections with smart f…
D 47 43 42 27 N/A 19 95
24764
JMReader
MCP Shell Server Claim
A secure interface that enables language models to execute shell commands on th…
D 47 43 50 17 N/A 18 95
24765
MaxisTechnology-Dev
Maximo Enterprise MCP Claim 3
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory…
D 47 33 33 N/A N/A 45 67
24766
BigVik193
Manage Reddit advertising end to end across accounts, funding methods, campaign…
D 47 55 54 70 0 23 80
24767
textforge
TextForge Claim 1
# TextForge — Human Approval for AI Email <img src="https://raw.githubusercont…
D 47 44 48 17 39 81
24768
liqiongyu
Xueqiu MCP Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
D 47 44 42 22 45 81
24769
Kazy1014
Notion MCP Server Claim
Enables interaction with Notion databases through the Notion API, supporting fu…
D 47 44 42 30 34 81
24770
AkhatorKing1
Playwright MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with web pages th…
D 47 43 23 33 N/A 44 95
24771
filipljoljic
Discover and map React components across your codebase to clarify architecture.…
D 47 43 40 20 N/A 32 95
24772
shaike1
MCP SSH Server Claim 1
A secure SSH server implementation for Model Context Protocol that enables remo…
D 47 44 48 33 26 76
24773
AllTerrainDeveloper
professionals Claim 1
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
D 47 33 24 N/A N/A 23 95
24774
igorzheludkov
Metro Logs MCP Claim
Captures and provides access to React Native console logs from Metro bundler, e…
D 47 43 48 0 N/A 61 82
24775
madhavi-opsera
Bug Detector Claim
Analyzes code for bugs, security vulnerabilities, and code smells
D 47 33 26 N/A N/A 17 95
24776
datalayer
A Model Context Protocol server implementation that provides geospatial analysi…
D 47 44 35 33 40 81
24777
dazanza
mailchimp-mcp Claim 1
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
D 46 44 61 0 35 81
24778
Tsuchijo
Sandbox MCP Server Claim 1
Provides isolated Docker environments for code execution, enabling users to cre…
D 46 44 48 26 21 81
24779
ag2-mcp-servers
Biolink MCP Server Claim 1
An MCP server that provides access to Monarch Initiative's biomedical data thro…
D 46 44 45 30 21 81
24780
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24781
asklokesh
Argocd Claim 1
MCP server for ArgoCD GitOps continuous delivery integration
D 46 43 45 20 N/A 32 85
24782
FernandoVazquez20
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24783
Hank-coder
Chimera MCP Server Claim
A personal AI memory system that creates a cognitive hub connecting to Notion, …
D 46 44 42 30 29 81
24784 D 46 33 26 N/A N/A 16 95
24785
scottsimmer
A Node.js server that provides a comprehensive API interface for Adobe Experien…
D 46 44 48 17 30 83
24786
felixscherz
MCP-RAG Server Claim 1
Connects a RAG application to open-webui using Model Context Protocol (MCP), en…
D 46 43 42 22 N/A 17 95
24787
srvrsoorg
A Laravel-based web application that provides robust backend services for Model…
D 46 44 56 7 36 81
24788
xiaobenyang-com
Find relevant images from Wikimedia Commons with direct download links. Quickly…
D 46 33 24 N/A N/A 18 95
24789
eddykuhan
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
D 46 44 48 28 22 81
24790
asklokesh
Quickbooks Claim 1
MCP server for QuickBooks API integration
D 46 43 49 10 N/A 32 87
24791
thpeng
timetable for llms
D 46 43 38 15 N/A 39 92
24792
lhemerly
Foundry MCP Project Claim 1
A Model Context Protocol server that enables interaction with Foundry tools thr…
D 46 43 45 15 N/A 38 84
24793
honysyang
Enables automated security detection and compliance auditing for cloud hosts an…
D 46 44 42 40 22 76
24794
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24795
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
24796
karthikrajkumar
Enables management of corporate learning and development through employee manag…
D 46 44 48 25 24 81
24797
geka-evk
A TypeScript-based server project with comprehensive development tooling includ…
D 46 43 42 7 N/A 42 95
24798
ag2-mcp-servers
An MCP Server that enables interaction with the Entertainment Express API, allo…
D 46 44 45 30 21 81
24799
AimanMadan
Arduino MCP Server Claim
Enables AI assistants like Claude to control Arduino boards in real-time, allow…
D 46 43 42 22 N/A 21 94
24800
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
Showing 24751–24800 of 66534 servers
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