MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29937
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24001
dontsovcmc
wildberries Claim 2
MCP server for Wildberries Seller API — products, orders, supplies, analytics, …
C 55 33 47 N/A N/A 32 83
24002
ariesanhthu
VNStock MCP Server Claim
Provides access to Vietnam stock market data including real-time quotes, histor…
C 55 44 66 20 44 83
24003
null-shot
A template repository for building Model Context Protocol (MCP) servers that en…
C 55 44 60 30 44 83
24004
myshell-joe
A Model Context Protocol (MCP) server that can be deployed locally via stdio or…
C 55 44 78 17 27 84
24005
feiskyer
mcp-kubernetes-server Claim 1
An MCP server that enables AI assistants to interact with Kubernetes clusters b…
C 55 44 45 38 71 74
24006
Traia-IO
Provides AI agents and LLMs access to the Nikola TEST MCP API through standardi…
C 55 44 68 40 21 81
24007
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
24008
ag2-mcp-servers
Enables interaction with Google's Street View Publish API for publishing and ma…
C 55 44 60 50 21 81
24009
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
24010
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
24011
fair2wise
A tool for querying and analyzing materials data from the Materials Project dat…
C 55 44 56 37 44 81
24012
restful3
A server that enables interaction with Upbit cryptocurrency exchange API throug…
C 55 44 50 46 43 81
24013
Valerio357
amadeus_booking Claim
C 55 33 42 N/A N/A 23 95
24014
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
24015
thinkbigcd
mcp integrations for popular services and apis
C 55 43 52 30 N/A 43 92
24016
stevenyu113228
BloodHound MCP Claim
An extension that allows Large Language Models to interact with and analyze Act…
C 55 44 72 27 27 81
24017
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
C 55 44 60 50 21 81
24018
penysho
A Model Context Protocol server that provides an interface for AI models to int…
C 55 44 39 73 25 81
24019
aimdoc-ai
Configure, host and embed MCP-enabled chat widgets for your website or product.…
C 55 43 60 30 N/A 26 95
24020
Evozim
m2mcent Claim
x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.
C 55 33 42 N/A N/A 50 75
24021
b33eep
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
C 55 43 60 7 N/A 55 96
24022
sepa79
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
C 55 44 70 31 24 82
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
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
24025
liaokongVFX
Model Context Protocol(MCP) 编程极速入门
C 55 33 44 N/A N/A 22 95
24026
Snehil-Shah
LibreSprite MCP Claim 1
A Model Context Protocol server that enables prompt-assisted editing, designing…
C 55 43 41 31 N/A 59 95
24027
GeminiLight
MindOS Claim
Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc…
C 55 44 54 31 55 80
24028
jarero321
An Obsidian planning server that integrates GTD and PARA methodologies to manag…
C 55 43 60 27 N/A 39 90
24029
leuzeus
A TypeScript-based MCP server scaffold designed for monitoring and interacting …
C 55 44 60 17 60 83
24030
francisco-perez-sorrosal
cv Claim 1
An MCP server that provides access to Francisco Perez-Sorrosal's CV
C 55 33 31 N/A N/A 41 95
24031
suspicious-cow
A Python implementation of the MCP server that enables AI models to connect wit…
C 55 44 48 61 19 84
24032
krrr
Backported Model Context Protocol SDK for Java 8
C 55 33 26 N/A N/A 49 95
24033
udaykumarbpatel
AEM MCP Server Claim
A comprehensive Model Context Protocol server for Adobe Experience Manager that…
C 55 44 48 35 55 82
24034
coldfire-x
Owner avatar beijing-car-quota-draw
C 55 44 48 52 39 80
24035
vijayaahirejadhav
Automates the creation and scheduling of LinkedIn posts using MCP server integr…
C 55 44 48 66 16 81
24036
JJRProDigital
MCP Server Claim
Provides custom tools for news search, user profile management, and mathematica…
C 55 43 42 60 N/A 19 95
24037
pishnuke
A minimal REST service designed for managing and executing automated trading pl…
C 55 44 50 52 28 84
24038
jasmin707kr
ngrok-docs Claim 1
C 55 43 56 17 N/A 53 92
24039
elena-kuznetsova-wh
Enables secure querying of analytics data stored in AWS Athena/S3 through natur…
C 55 44 48 61 24 81
24040
FishWoWater
Blender plugin for TRELLIS and TRELLIS.2 (3D AIGC Model, Text-to-3D, Image-to-3…
C 55 43 60 31 N/A 23 95
24041
Traia-IO
tes-mcp-server Claim
Exposes public weather and climate data through a standardized API, allowing AI…
C 55 44 68 38 24 80
24042
TaylorTrz
MCP Adapter Claim
Automatically converts OpenAPI specifications into Model Context Protocol appli…
C 55 44 54 53 28 78
24043
ShirshovDIM
BlenderMCP Claim
BlenderMCP integrates Claude AI with Blender via the Model Context Protocol to …
C 55 43 48 33 N/A 41 95
24044
AndreasKarz
This repository contains a complete developer setup for .NET backend vibe codin…
C 55 43 60 28 N/A 29 95
24045
Nixon-Suarez
A complete Model Context Protocol server that implements Selenium WebDriver for…
C 55 43 60 33 N/A 23 95
24046
JacobFV
A comprehensive operations platform providing browser automation, web search/cr…
C 55 44 72 30 23 81
24047
acckkiie
Enables AI agents to search, create, and manage Notion pages and databases thro…
C 55 44 60 28 48 81
24048
SeaC-25
Kali Security MCP Claim
Integrates 193 Kali Linux security tools with AI for intelligent penetration te…
C 55 44 84 20 24 78
24049
nzrsky
zig-mcp Claim 1
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Serv…
C 55 33 35 N/A N/A 36 95
24050
naveen6768
Expense Tracker MCP Claim 1
A Model Context Protocol server designed for tracking and managing personal or …
C 55 33 39 N/A N/A 30 95
Showing 24001–24050 of 60387 servers
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