MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22351
sancovp
Enables context capture and reinforcement learning by recording successful work…
C 56 43 60 36 N/A 24 95
22352
Livia-Zaharia
Automates Facebook Page management through the Graph API, enabling content post…
C 56 44 66 30 43 81
22353
QuantGeekDev
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
C 56 44 64 47 22 81
22354
richard-kim-79
popup-mcp Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
C 56 33 48 N/A N/A 32 83
22355
mukadeshinigami
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
C 56 43 60 40 N/A 22 92
22356
allisonwhilden
Notion MCP Server Claim
Auto-generated server that enables interaction with Notion's API through the Mu…
C 56 43 60 40 N/A 21 95
22357
RCS-kz
bitrix24-mcp Claim
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Di…
C 56 33 36 N/A N/A 36 95
22358
Storks
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
C 56 43 56 37 N/A 31 94
22359
Jayleonc
Weather MCP Claim
Provides weather query capabilities including current weather, daily/hourly for…
C 56 44 42 71 27 81
22360
KagaJiankui
MCP Jieba Server Claim
Provides high-performance Chinese text segmentation, POS tagging, and keyword e…
C 56 44 54 31 57 81
22361
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
22362
ohm41321
A dual-server MCP system with PostgreSQL integration that provides financial to…
C 55 43 60 36 N/A 20 95
22363
liaokongVFX
Model Context Protocol(MCP) 编程极速入门
C 55 33 44 N/A N/A 22 95
22364
ArcadeAI
Blueprint MCP Claim
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
C 55 44 60 40 33 81
22365
pickleton89
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
C 55 44 49 35 55 81
22366
qingyun-wu
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 55 44 60 47 21 81
22367
remotebrowser
Get Gather Claim
A containerized service that enables MCP clients to interact with data and perf…
C 55 44 42 43 56 81
22368
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
22369
bowbozaa
API Weaver Claim
A comprehensive MCP server with RESTful API that enables file operations, comma…
C 55 44 60 46 32 76
22370
Gertje823
Vinted-scrapper Claim 1
This MCP scraps vinted for product info. Disclaimer: This script is designed f…
C 55 43 50 35 N/A 38 95
22371
JacobFV
A comprehensive operations platform providing browser automation, web search/cr…
C 55 44 72 30 23 81
22372
fair2wise
A tool for querying and analyzing materials data from the Materials Project dat…
C 55 44 56 37 44 81
22373
penysho
A Model Context Protocol server that provides an interface for AI models to int…
C 55 44 39 73 25 81
22374
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
22375
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
C 55 44 60 50 21 81
22376
Digital-Defiance
mcp-filesystem Claim
Advanced filesystem operations with strict security boundaries for AI agents
C 55 43 60 12 N/A 49 95
22377
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
22378
apples2gotoday
A Cloudflare Workers-based Model Context Protocol server that can be deployed w…
C 55 44 48 65 21 81
22379
Hexastrike
EventWhisper Claim
Enables fast, scriptable access to Windows .evtx event logs for incident respon…
C 55 43 56 22 N/A 44 95
22380
ShirshovDIM
BlenderMCP Claim
BlenderMCP integrates Claude AI with Blender via the Model Context Protocol to …
C 55 43 48 33 N/A 41 95
22381
AndreasKarz
This repository contains a complete developer setup for .NET backend vibe codin…
C 55 43 60 28 N/A 29 95
22382
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server providing natural language ac…
C 55 44 60 50 21 78
22383
buck-0x
Enables rendering of diagrams (sequence, flowchart, ER, cloud architecture, etc…
C 55 44 60 30 43 82
22384
sepa79
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
C 55 44 70 31 24 82
22385
ibretsam
A serverless MCP (Model Context Protocol) implementation that can be deployed o…
C 55 44 48 62 21 81
22386
jonator
Osmosis Claim
A Model Context Protocol (MCP) server implementation that enables LLMs to inter…
C 55 43 56 22 N/A 45 95
22387
arifazim
An intelligent document processing system that automatically classifies, extrac…
C 55 44 64 33 34 81
22388
udaykumarbpatel
AEM MCP Server Claim
A comprehensive Model Context Protocol server for Adobe Experience Manager that…
C 55 44 48 35 55 82
22389
griptape-ai
Blender MCP Server Claim
A lightweight HTTP server that exposes Blender's camera system for real-time im…
C 55 44 50 43 44 81
22390
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
22391
altinoren
utopia Claim
MCP that simulates a set of smart home and lifestyle devices, allowing you to t…
C 55 33 48 N/A N/A 12 95
22392
JJRProDigital
MCP Server Claim
Provides custom tools for news search, user profile management, and mathematica…
C 55 43 42 60 N/A 19 95
22393
jasmin707kr
ngrok-docs Claim 1
C 55 43 56 17 N/A 53 92
22394
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
22395
ory
lumen Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
C 55 43 64 0 N/A 65 91
22396
krrr
Backported Model Context Protocol SDK for Java 8
C 55 33 26 N/A N/A 49 95
22397
Nixon-Suarez
A complete Model Context Protocol server that implements Selenium WebDriver for…
C 55 43 60 33 N/A 23 95
22398
tjwio
A remote MCP server template for deployment on Cloudflare Workers without authe…
C 55 44 48 60 27 81
22399
dontsovcmc
wildberries Claim 2
MCP server for Wildberries Seller API — products, orders, supplies, analytics, …
C 55 33 47 N/A N/A 32 83
22400
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
Showing 22351–22400 of 33449 servers
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