MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24801
srvrsoorg
A Laravel-based web application that provides robust backend services for Model…
D 46 44 56 7 36 81
24802
asklokesh
Quickbooks Claim 1
MCP server for QuickBooks API integration
D 46 43 49 10 N/A 32 87
24803
asklokesh
Argocd Claim 1
MCP server for ArgoCD GitOps continuous delivery integration
D 46 43 45 20 N/A 32 85
24804
FernandoVazquez20
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24805
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
24806
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24807
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
24808
Tsuchijo
Sandbox MCP Server Claim 1
Provides isolated Docker environments for code execution, enabling users to cre…
D 46 44 48 26 21 81
24809
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
24810
asklokesh
Rancher Claim 1
MCP server for Rancher API integration
D 46 43 49 10 N/A 32 87
24811
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 44 48 12 41 81
24812
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24813
danielpdev
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
D 46 44 48 26 21 81
24814 D 46 33 24 N/A N/A 16 95
24815
xiaobenyang-com
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
D 46 33 24 N/A N/A 18 95
24816
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
24817
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
24818
max-nienu
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24819
karthikrajkumar
Enables management of corporate learning and development through employee manag…
D 46 44 48 25 24 81
24820
Diary-kim
mesproject Claim 1
D 46 33 18 N/A N/A 27 95
24821
phamtienduceng
A stateful calculator server using Server-Sent Events for real-time communicati…
D 46 44 48 21 26 84
24822
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
24823
tyron-pretorius
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
D 46 44 45 33 25 76
24824
thpeng
timetable for llms
D 46 43 38 15 N/A 39 92
24825
q275212
Enables AI assistants to control a browser through a set of tools, allowing the…
D 45 43 42 17 N/A 21 95
24826
Talhelf
Provides real-time statistics and market insights for the adult entertainment i…
D 45 44 48 22 24 81
24827
kvssankar
So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com…
D 45 44 46 33 12 81
24828
mjbeatty89
mcp Claim
D 45 33 22 N/A N/A 15 95
24829
tulong66
Enables LLMs to perform sophisticated web searches through proxy servers using …
D 45 44 48 27 13 82
24830
RajuSudhar
Enables AI assistants to interact with Bitbucket Cloud and self-hosted instance…
D 45 44 48 7 44 81
24831
Brano80
Veridion Nexus MCP server - GDPR Art. 44-49 runtime compliance for AI agents
D 45 33 24 N/A N/A 31 83
24832
lkannan
A hands-on demonstration project that teaches the Model Context Protocol (MCP) …
D 45 43 42 22 N/A 16 95
24833
brandontomlin2
Enables searching and accessing ArXiv research papers with advanced query capab…
D 45 44 42 31 19 81
24834
rithik-perera
Enables natural language analysis of Azure usage data from CSV files, providing…
D 45 44 48 23 21 80
24835
OrphicOne-Platform
vigo-mcp Claim
AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance qu…
D 45 55 60 35 0 43 81
24836
adityahannn-hub
Enables AI assistants to control a web browser via Playwright on Cloudflare Wor…
D 45 44 42 25 27 81
24837
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 44 48 17 30 81
24838
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 44 35 43 21 78
24839
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
24840
nathanro
mi-20i-mcp Claim 1
D 45 33 24 N/A N/A 13 95
24841
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 43 33 33 N/A 16 95
24842
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 43 46 12 N/A 22 95
24843
sivakumarl
An open standard server implementation that enables AI assistants to directly a…
D 45 44 56 12 23 81
24844
pcsouzafv
Azure MCP Server Claim
Enables monitoring and management of Azure resources including Virtual Machines…
D 45 44 42 28 24 81
24845 D 45 33 24 N/A N/A 13 95
24846
tanghui886
MCP Weather Claim
Enables querying 7-day weather forecasts for Chinese cities and regions by scra…
D 45 44 42 17 37 81
24847
Gomezzz299
A server that routes user questions to specialized agents (date, location, weat…
D 45 44 42 32 19 81
24848
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 44 48 25 21 81
24849
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 44 42 25 25 84
24850
Hard-Work-Co
Enables AI assistants to control a browser through Playwright automation tools …
D 45 44 42 27 26 81
Showing 24801–24850 of 66534 servers
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