MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24301
Cloud-Thinker-AI
An extended PostgreSQL management and analysis server that provides database pr…
D 52 44 48 26 52 81
24302
zhewenzhang
Tushare MCP Server Claim
A server based on Model Context Protocol that enables AI assistants to query an…
D 52 44 42 40 45 81
24303
NottheGuy007
A communication pipe and tool suite that enables AI models to interact with ext…
D 52 44 56 43 22 78
24304
schizoidcock
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
D 52 44 45 36 51 78
24305
thinkbigcd
claude-mcp Claim
claude and mcp integration examples and tutorials
D 52 43 46 20 N/A 45 95
24306
smilish67
Web-based video editing platform that provides direct editing functionality thr…
D 52 43 50 33 N/A 22 95
24307
Miguelgbastos
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
D 52 44 42 32 54 81
24308
the-artinet-project
cli Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
D 52 33 34 N/A N/A 23 95
24309
praveenislive
weather_mcp Claim
D 52 33 36 N/A N/A 21 95
24310
sms03
An intelligent server that processes and evaluates resumes by extracting struct…
D 52 44 48 52 22 81
24311
radareorg
r2mcp Claim 1
MCP server for Radare2 disassembler. Provides AI with capability to disassemble…
D 52 43 41 20 N/A 66 89 C
24312
ss497254
FoodDash Claim 1
An MCP server and app that enables users to browse restaurants, view menus, man…
D 52 43 41 41 N/A 27 95
24313
iceage2114
Provides threat intelligence and vulnerability research tools by integrating wi…
D 52 43 56 27 27 90
24314
xkiranj
MarkItDown MCP Claim
Converts various file types (documents, images, audio, web content) to markdown…
D 52 44 60 21 40 81
24315
olaxbt
A secure Model Context Protocol server that enables AI assistants to interact w…
D 52 44 48 58 16 76
24316
zpqrtbnk
ddd Claim
ddd
D 52 43 34 40 N/A 38 95
24317
databutton
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
D 52 44 50 35 41 81
24318
ag2-mcp-servers
An MCP Server that provides access to Personio's HR and personnel data through …
D 52 44 45 55 21 81
24319
Ayala-Yagelnik
Enables Docker container management through natural language conversations, inc…
D 52 43 48 31 N/A 32 95
24320
noahw345
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
D 52 44 56 41 21 81
24321
the0807
GeekNews-MCP-Server Claim 1
An MCP Server that retrieves and processes news data from the GeekNews site.
D 52 44 35 50 43 83
24322
ag2-mcp-servers
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
D 52 44 45 57 21 81
24323
openziti
Manage OpenZiti zero-trust networks — through natural language
D 52 43 48 0 N/A 74 91
24324
jonnyhoff
MCP Server Claim 1
Provides browser automation capabilities through an API endpoint that interpret…
D 52 44 62 33 20 81
24325
sendaifun
A Model Context Protocol server that enables Claude AI to interact with the Sol…
D 52 44 45 30 53 80
24326
borankux
MCP-NetDisk Claim
A private cloud storage system with Model Context Protocol integration that all…
D 52 43 50 35 N/A 27 89
24327
andrasfe
vulnicheck Claim 2
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
D 52 43 60 26 N/A 56 63
24328
ag2-mcp-servers
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
D 52 44 45 61 21 76
24329
ZuchGuillotine
Materials MCP Claim 1
A Model Context Protocol server that provides access to materials databases thr…
D 52 44 41 55 26 84
24330
billlzzz10
heroui-mcp-server Claim
D 52 43 42 19 N/A 53 95
24331
ag2-mcp-servers
An MCP server that provides natural language interaction with Google's Policy T…
D 52 44 45 57 21 81
24332
araa47
jupiter-mcp Claim
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Sear…
D 52 44 48 51 29 76
24333
slvnlrt
reptor-mcp Claim 1
An MCP server that exposes the pentest reporting and automation features of Sys…
D 52 43 41 41 N/A 38 89
24334
skills
Learn how to use MCP Servers with GitHub Copilot
D 52 43 46 17 N/A 51 95
24335 D 52 43 42 38 N/A 30 95
24336
palsuman
A TypeScript-based MCP server that provides backend API handling and facilitate…
D 52 43 56 26 N/A 21 95
24337
kishanrao92
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
D 52 44 60 35 21 81
24338
steveydevey
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
D 52 44 56 36 32 76
24339
AlexandreProenca
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
D 52 44 66 35 27 71
24340
ag2-mcp-servers
An MCP server that enables interaction with Klarna's Payments API, allowing app…
D 52 44 45 57 21 80
24341
madhikarma
A server that enables Cursor AI to generate code from Figma components by conne…
D 52 43 60 7 N/A 41 95
24342
graknol
IFS Cloud MCP Server Claim 1
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semant…
D 52 44 48 26 56 80
24343
r-long
Intelligently generates cost estimates and lead times for manufacturing RFPs by…
D 52 43 48 38 N/A 25 90
24344
ag2-mcp-servers
An MCP Server that provides access to Google's Search Console API, allowing use…
D 52 43 45 47 N/A 21 90
24345
nana-tajima-pro
This project enables running a custom remote MCP server on Azure Functions with…
D 52 43 50 20 N/A 39 95
24346
hiandy24
mcp_example Claim
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
D 52 33 30 N/A N/A 31 95
24347
willhou
AdMob MCP Server Claim
Connects Claude to the Google AdMob API to provide a conversational interface f…
D 52 43 62 0 N/A 53 91
24348
rolenet
A multi-agent human-computer interaction system that enables natural interactio…
D 52 43 54 20 N/A 39 90
24349
chengdagong
UE-MCP Claim
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
D 52 43 48 32 N/A 32 92
24350
foryourhealth111-pixel
Vibe-Skills Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
D 52 43 58 0 N/A 61 91 PO
Showing 24301–24350 of 66534 servers
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