MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16451
Automattic
Connects your WordPress.com account to Claude Desktop, enabling you to read you…
F 25 54 78 70 N/A 20 84 94
16452
imchandanmohan
MCP Crypto Portfolio Claim 1
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
F 25 55 66 63 48 77 91
16453
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
16454
bajpainaman
Brings git-delta's beautiful syntax highlighting and diff formatting to AI assi…
F 25 54 52 38 N/A 49 90 88
16455
gabrielmaialva33
MCP Filesystem Server Claim 2
A secure Model Context Protocol server that provides controlled filesystem acce…
F 25 55 94 61 53 74 93
16456
MaxDatita
MCP WooCommerce Claim 1 2
An MCP server and Telegram bot that enables natural language management of WooC…
F 25 54 69 71 N/A 32 89 96
16457
tiovikram
Enables AI models to search the web for current information before generating r…
F 25 55 96 71 40 78 93
16458
JavidGlyv
Turbo.az MCP Server Claim 1 2
Enables users to search for vehicles and retrieve detailed listing information …
F 25 54 80 58 N/A 27 90 95
16459
uberr2000
A Laravel-based Model Context Protocol demonstration that enables users to mana…
F 25 55 84 60 24 82 88
16460
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16461
pullkitsan
mobsf-mcp-server Claim 1 2
A MCP server for MobSF which can be used for static and dynamic analysis of And…
F 25 54 57 71 N/A 43 84 97
16462
devops-vesi
DevOps MCP Claim 1 2
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
F 25 55 51 68 53 76 92
16463
rbidou
pyrasp Claim 1
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
F 25 55 50 37 N/A 45 77 91
16464
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16465
xpe-hub
Real-time anti-cheat analysis system that monitors Discord servers for cheating…
F 25 55 84 55 24 71 93
16466
AidenYangX
mapbox-mcp-server Claim 1 4
MCP Server for the Mapbox API.
F 25 55 77 62 39 76 90
16467
NON906
omniparser-autogui-mcp Claim 1 2
🐍 Automatic operation of on-screen GUI.
F 25 54 62 35 N/A 44 88 99
16468
andylee20014
Generate images using advanced AI models and store them securely in the cloud. …
F 25 55 39 60 N/A 27 80 79
16469
ErlichLiu
AI Surge MCP Claim 1
An open-source MCP server that tracks premier global AI information from source…
F 25 55 54 22 27 80 94
16470
jwbb903
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
F 25 55 66 68 49 78 83
16471
AIDC-AI
Pixelle-MCP Claim 1
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
F 25 54 90 38 N/A 57 89 97
16472
devakone
MySQL Query MCP Server Claim 1 3
A Model Context Protocol server that provides read-only MySQL database queries …
F 25 55 85 100 71 80 35
16473
madebyaris
Kolosal Vision MCP Claim 2 3
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
F 25 55 84 66 45 74 94
16474
devalexandre
A tool that enables automated browser control using Pyppeteer within the MCP fr…
F 25 55 60 28 37 74 97
16475
GetSpines
spines Claim 1
Access book collections, reading lists, and bookshelf recognition from AI assis…
F 25 55 76 0 N/A 76 71 99
16476
yosider
cosense-mcp-server Claim 1
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
F 25 55 74 68 57 80 98
16477
petrsovadina
MCP Atlassian Server Claim 1
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
F 25 55 90 71 36 78 91
16478
aeoess
Your AI finds the right people for you. Agent-to-agent professional networking.
F 25 55 72 71 N/A 71 80 91
16479
Upsonic
Upsonic Claim 1
Build autonomous AI agents in Python.
F 25 54 86 38 N/A 80 87 84
16480
mikeysrecipes
Bilibili MCP Claim 1
Enables searching for Bilibili videos through a standardized MCP interface, ret…
F 25 55 72 58 29 80 77
16481
skynet-base
Uber MCP Server Claim 1 2
Enables AI assistants to interact with the Uber API for ride management, includ…
F 25 66 90 77 0 42 80 93
16482
20Youssef10
Enables AI agents to programmatically access Google NotebookLM through browser …
F 25 55 54 0 30 71 99
16483
tsviz
ARC Config MCP Server Claim 2
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
F 25 55 96 58 60 80 86
16484
toan203
osv-ui Claim 1
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
F 25 54 90 0 N/A 57 82 95
16485
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16486
Legorobotdude
yt-analysis-mcp Claim 1
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
F 25 55 90 65 34 80 97
16487
tuckerschreiber
need Claim 2
AI agents hallucinate package names. need gives them a verified index of 10,000…
F 25 66 90 10 0 53 71 98
16488
sriramnatrajhen
humsana-mcp Claim 1 2
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
F 25 54 84 41 N/A 32 87 97
16489
ahujasid
blender-mcp Claim 2 3
MCP server for working with Blender
F 25 54 51 36 N/A 56 84 98
16490
alDuncanson
Handler Claim 1
A2A Protocol client and developer toolkit.
F 25 54 80 46 N/A 76 90 90
16491
tHeMaskedMan981
Enables access to Network School Luma calendar events through Claude Desktop. A…
F 25 55 78 56 26 78 100
16492
kartegagithub
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
F 25 54 60 73 N/A 28 84 91
16493
jagmarques
asqav-mcp Claim 1
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
F 25 54 66 0 N/A 62 90 98
16494
alejandro-ao
MCP Server Example Claim 1
An educational implementation of a Model Context Protocol server that demonstra…
F 25 55 64 38 47 80 94
16495
JaxNext
A Model Context Protocol server that fetches detailed API documentation from a …
F 25 55 45 100 N/A 26 89 35
16496
alisajil
EcoGO Flights Claim 1
Indian Flight Booking MCP
F 25 55 78 71 28 80 100
16497
Hama-amir
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
F 25 55 48 33 34 80 96
16498
xiaobenyang-com
test
F 25 55 78 62 34 71 59
16499
Leximo-AI
Schedule AI phone calls, manage assignments, and check credits from Claude.
F 25 54 82 70 N/A 59 81 99
16500
nirholas
Extract documentation for AI agents from any site with llms.txt support. Featur…
F 25 55 84 58 N/A 64 82 96
Showing 16451–16500 of 67226 servers
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