MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24801
FernandoVazquez20
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24802
elliotjames-paschal
Live prediction market data from Polymarket and Kalshi with VWAP pricing and re…
D 46 43 40 38 N/A 18 81
24803
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
24804
xiaobenyang-com
calculator Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
D 46 33 24 N/A N/A 18 95
24805
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
24806
mikemc
An MCP server that enables interaction with Twist workspaces using the Twist RE…
D 46 44 33 33 38 81
24807
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
24808
max-nienu
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24809
QuantGeekDev
Calculator MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to c…
D 46 43 45 17 N/A 19 95
24810
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 44 56 11 23 84
24811
honysyang
Enables automated security detection and compliance auditing for cloud hosts an…
D 46 44 42 40 22 76
24812
srvrsoorg
A Laravel-based web application that provides robust backend services for Model…
D 46 44 56 7 36 81
24813
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
24814
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24815
scottsimmer
A Node.js server that provides a comprehensive API interface for Adobe Experien…
D 46 44 48 17 30 83
24816
asklokesh
Argocd Claim 1
MCP server for ArgoCD GitOps continuous delivery integration
D 46 43 45 20 N/A 32 85
24817
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
24818
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24819
phamtienduceng
A stateful calculator server using Server-Sent Events for real-time communicati…
D 46 44 48 21 26 84
24820
karthikrajkumar
Enables management of corporate learning and development through employee manag…
D 46 44 48 25 24 81
24821
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 44 48 12 41 81
24822
asklokesh
Rancher Claim 1
MCP server for Rancher API integration
D 46 43 49 10 N/A 32 87
24823
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
24824
Diary-kim
mesproject Claim 1
D 46 33 18 N/A N/A 27 95
24825
brandontomlin2
Enables searching and accessing ArXiv research papers with advanced query capab…
D 45 44 42 31 19 81
24826
mjbeatty89
mcp Claim
D 45 33 22 N/A N/A 15 95
24827
q275212
Enables AI assistants to control a browser through a set of tools, allowing the…
D 45 43 42 17 N/A 21 95
24828
Hard-Work-Co
Enables AI assistants to control a browser through Playwright automation tools …
D 45 44 42 27 26 81
24829
nikhilkumaragarwal-shyftlabs
A secure server that enables code execution in isolated Docker environments, su…
D 45 43 42 23 N/A 12 95
24830
ThinAirTelematics
A Model Control Protocol server that enables AI assistants to control a browser…
D 45 43 42 15 N/A 21 95
24831
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 43 46 12 N/A 22 95
24832
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 44 42 25 25 84
24833
nathanro
mi-20i-mcp Claim 1
D 45 33 24 N/A N/A 13 95
24834
kvssankar
So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com…
D 45 44 46 33 12 81
24835
sivakumarl
An open standard server implementation that enables AI assistants to directly a…
D 45 44 56 12 23 81
24836
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 44 48 25 21 81
24837
einreke
This Model Context Protocol server provides access to the Sleeper Fantasy Footb…
D 45 44 48 28 16 81
24838
lkannan
A hands-on demonstration project that teaches the Model Context Protocol (MCP) …
D 45 43 42 22 N/A 16 95
24839
adityahannn-hub
Enables AI assistants to control a web browser via Playwright on Cloudflare Wor…
D 45 44 42 25 27 81
24840
KhaiHuynhVN
AI Interaction Tool Claim 1
An MCP server that provides an interactive PyQt5 UI for enhanced model communic…
D 45 43 27 30 N/A 33 90
24841
Brano80
Veridion Nexus MCP server - GDPR Art. 44-49 runtime compliance for AI agents
D 45 33 24 N/A N/A 31 83
24842
Talhelf
Provides real-time statistics and market insights for the adult entertainment i…
D 45 44 48 22 24 81
24843
hbd
anki-mcp Claim 1
An MCP server that enables Claude Code to create, manage, and search Anki flash…
D 45 43 33 28 N/A 24 92
24844
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 43 33 33 N/A 16 95
24845
Gomezzz299
A server that routes user questions to specialized agents (date, location, weat…
D 45 44 42 32 19 81
24846
TonyCui35
cometapi Claim
All AI Models in One API 500+ AI Models: https://www.cometapi.com/
D 45 44 38 43 12 81
24847
pcsouzafv
Azure MCP Server Claim
Enables monitoring and management of Azure resources including Virtual Machines…
D 45 44 42 28 24 81
24848
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 44 48 17 30 81
24849
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 44 35 43 21 78
24850
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
D 45 44 48 22 25 81
Showing 24801–24850 of 60600 servers
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