MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29945
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24001
dingdawg
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
C 55 33 48 N/A N/A 29 83
24002
MeasureSpace
MCP server for weather, climate, air quality, agriculture, pollen and geocoding…
C 55 43 53 67 N/A 39 58
24003
findgriff
A WebSocket-based MCP server that provides basic echo functionality and secure …
C 55 44 66 41 22 81
24004
bowbozaa
API Weaver Claim
A comprehensive MCP server with RESTful API that enables file operations, comma…
C 55 44 60 46 32 76
24005
codprocess
A Node.js Express server that integrates with Facebook Marketing API to provide…
C 55 44 48 70 18 78
24006
akshitsinha
Device MCP Server Claim
Device MCP Server
C 55 43 64 12 N/A 44 95
24007
Contentrain
contentrain Claim
Local-first MCP server for AI content governance — models, content, validation,…
C 55 43 58 0 N/A 74 92
24008
qingyun-wu
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 55 44 60 47 21 81
24009
wrxck
Fleet Claim
A production management server for Docker Compose applications that handles sys…
C 55 43 64 28 N/A 33 89
24010
pickleton89
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
C 55 44 49 35 55 81
24011
santosomar
A minimal Model Context Protocol server that provides access to OWASP security …
C 55 44 56 42 35 81
24012
thichcode
A middleware service that uses Model Context Protocol to analyze and automate Z…
C 55 44 42 71 19 81
24013
ArcadeAI
Blueprint MCP Claim
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
C 55 44 60 40 33 81
24014
oopsyz
TMF620 MCP Server Claim 1
Allows AI agents to interact with a remote TMF620 Product Catalog Management AP…
C 55 44 48 62 20 82
24015
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
C 55 44 60 50 21 81
24016
Valerio357
amadeus_booking Claim
C 55 33 42 N/A N/A 23 95
24017
ZLeventer
Google Ads Claim 3
MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and…
C 55 33 45 N/A N/A 55 67
24018
Dayoooun
HWPX MCP Server Claim 1
Enables AI models to read, create, and edit Korean HWPX documents with advanced…
C 55 43 50 25 N/A 55 92
24019
Digital-Defiance
mcp-filesystem Claim
Advanced filesystem operations with strict security boundaries for AI agents
C 55 43 60 12 N/A 49 95
24020
liaokongVFX
Model Context Protocol(MCP) 编程极速入门
C 55 33 44 N/A N/A 22 95
24021
ag2-mcp-servers
NASCAR MCP Server Claim
This MCP server enables interaction with NASCAR racing data via the sportsdata.…
C 55 44 60 52 21 76
24022
JacobFV
A comprehensive operations platform providing browser automation, web search/cr…
C 55 44 72 30 23 81
24023
jonator
Osmosis Claim
A Model Context Protocol (MCP) server implementation that enables LLMs to inter…
C 55 43 56 22 N/A 45 95
24024
NerdySouth
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 55 43 60 45 N/A 21 84
24025
b33eep
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
C 55 43 60 7 N/A 55 96
24026
thinkbigcd
mcp integrations for popular services and apis
C 55 43 52 30 N/A 43 92
24027
AlexAI-MCP
cc-channel-mem Claim 2
An MCP server and background daemon that captures Discord and Telegram conversa…
C 55 33 39 N/A N/A 30 95
24028
cipher416
Enables AI assistants to interact with Airtable databases by listing accessible…
C 55 44 48 61 27 80
24029
arifazim
An intelligent document processing system that automatically classifies, extrac…
C 55 44 64 33 34 81
24030
jhacksman
Enables users to generate parametric 3D models from text descriptions or images…
C 55 44 64 41 25 81
24031
Rxuser2
Comprehensive Roblox development server with 8 tools for managing Lua/Luau scri…
C 55 44 56 46 29 81
24032
gagarinyury
Claude Config Editor is a lightweight web tool that helps you clean and optimiz…
C 55 43 58 28 N/A 40 91 HT
24033
acckkiie
Enables AI agents to search, create, and manage Notion pages and databases thro…
C 55 44 60 28 48 81
24034
walkingshamrock
Enables calculation of European option prices and Greeks (like Delta, Vega, The…
C 55 44 48 47 39 83
24035
penysho
A Model Context Protocol server that provides an interface for AI models to int…
C 55 44 39 73 25 81
24036
dontsovcmc
wildberries Claim 2
MCP server for Wildberries Seller API — products, orders, supplies, analytics, …
C 55 33 47 N/A N/A 32 83
24037
Rayyan9477
A server that enables AI assistants to interact with LinkedIn programmatically …
C 55 44 64 43 22 81
24038
nsphung
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
C 55 43 60 22 N/A 40 95 JU
24039
null-shot
A template repository for building Model Context Protocol (MCP) servers that en…
C 55 44 60 30 44 83
24040
Traia-IO
Provides AI agents and LLMs access to the Nikola TEST MCP API through standardi…
C 55 44 68 40 21 81
24041
stevenyu113228
BloodHound MCP Claim
An extension that allows Large Language Models to interact with and analyze Act…
C 55 44 72 27 27 81
24042
ariesanhthu
VNStock MCP Server Claim
Provides access to Vietnam stock market data including real-time quotes, histor…
C 55 44 66 20 44 83
24043
fellgar246
hr-faq-rag Claim
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
C 55 33 42 N/A N/A 25 95
24044
frndchagas
Expo Android MCP Claim 2
MCP server for Android emulator automation via ADB.
C 55 43 51 28 N/A 73 75
24045 C 55 33 50 N/A N/A 10 95
24046
buck-0x
A Python MCP (Model Context Protocol) server and CLI tool to render diagrams us…
C 55 44 60 30 N/A 43 82
24047
austenstone
myinstants-mcp Claim
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
C 55 43 54 33 N/A 39 90
24048
sepa79
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
C 55 44 70 31 24 82
24049
aimdoc-ai
Configure, host and embed MCP-enabled chat widgets for your website or product.…
C 55 43 60 30 N/A 26 95
24050
krrr
Backported Model Context Protocol SDK for Java 8
C 55 33 26 N/A N/A 49 95
Showing 24001–24050 of 60387 servers
« Prev 1 479 480 481 482 483 1208 Next »