MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4601
urfanazad
Enables ChatGPT and Claude Desktop to post text content directly to your Linked…
B 74 54 74 68 N/A 27 95 97
4602
MadhurToshniwal
Integrates the OpenWeather API with Claude to provide real-time weather updates…
B 74 55 78 63 39 82 100
4603
wilson-romero
Integrates with Google Tasks to enable searching, listing, creating, and managi…
B 74 55 78 66 44 80 98
4604
Sunalamye
A Node.js MCP server that wraps the Claude Code CLI to enable parallel executio…
B 74 55 90 58 44 80 90
4605
kaznak
Allows executing shell commands within a secure Docker container through Claude…
B 74 54 70 58 N/A 63 87 90
4606
FrancoSbaffi
xhs-mcp Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
B 74 54 90 50 N/A 43 87 93
4607
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
4608
bingal
Webshot MCP Claim
Enables taking screenshots of web pages with support for multiple devices (desk…
B 74 55 90 100 N/A 46 95 20
4609
bpamiri
U2 MCP Server Claim 1
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
B 74 54 72 46 N/A 74 83 100
4610
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4611
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 55 66 100 46 82 68
4612
Vorota-ai
Shodan MCP Server Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 54 76 53 49 92 94
4613
PatrickPalmer
MayaMCP Claim 1
MCP server for Autodesk Maya
B 74 54 81 53 N/A 55 87 91
4614
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 54 78 31 N/A 76 95 96
4615
alexei-led
aws-mcp-server Claim
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
B 74 55 88 31 86 80 92
4616
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4617
samusilv
QA Agent Pro Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
B 74 55 72 100 N/A 24 95 60
4618
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4619
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
4620
ttiimmaacc
cinema4d-mcp Claim
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene cre…
B 74 54 90 40 N/A 54 95 86
4621
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4622
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 55 72 68 58 82 89
4623
just-every
MCP Task Claim 2
Async MCP server for running long-running AI tasks with real-time progress moni…
B 74 55 96 82 48 81 48
4624
sparfenyuk
mcp-proxy Claim
A bridge between Streamable HTTP and stdio MCP transports
B 74 54 96 40 N/A 81 90 63
4625
rishikavikondala
AWS MCP Server Claim 2
A Model Context Protocol server implementation that enables Claude to perform A…
B 74 54 81 58 N/A 47 90 88
4626
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4627
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 55 84 66 52 80 82
4628
roampal-ai
roampal-core Claim 2
Outcome-based persistent memory for AI coding tools. Memories that help get pro…
B 74 54 90 28 N/A 69 95 88
4629
IQAIcom
Upbit MCP Server Claim 1
Enables interaction with the Upbit cryptocurrency exchange through public marke…
B 74 55 84 82 74 81 45
4630
HITENDRAPAL3
YouTube MCP Server Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 55 94 62 27 80 91
4631
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 55 60 72 67 82 94
4632
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 55 84 61 54 80 86
4633
matty-v
Enables searching, retrieving, and managing files in Google Drive using a servi…
B 74 55 78 68 35 81 100
4634
TheMemeBanker
nory-x402 Claim 2
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
B 74 55 90 100 N/A 32 78 52
4635
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 55 94 57 25 81 99
4636
mfiume
Omics AI MCP Server Claim 2
Enables AI agents to conversationally interact with genomics research networks …
B 74 55 78 68 47 80 89
4637
ahmetatar
MCP2Browser Claim
Provides browser automation capabilities through HTTP, allowing AI assistants t…
B 74 54 78 52 N/A 39 95 99
4638
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
4639
bmorphism
Slowtime MCP Server Claim 1
A secure Model Context Protocol server that manages time-based operations using…
B 74 54 96 57 N/A 17 90 92
4640
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
4641
shuttle-hq
Neptune MCP Server Claim
Enables AI agents to deploy applications to AWS with DevOps capabilities by aut…
B 74 55 60 66 78 76 99
4642
unforced
Suno MCP Claim 1
Enables AI music generation through Suno, allowing users to create songs with c…
B 74 54 86 56 N/A 27 89 100
4643
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4644
Om-Shree-0709
Provides comprehensive access to GitHub repositories, issues, pull requests, co…
B 74 55 88 62 24 81 100
4645
geniuskey
Enables Excel automation via xlwings COM, supporting DRM-protected files and li…
B 74 54 78 36 N/A 78 90 94
4646
pinkpixel-dev
Prysm MCP Server Claim 1
A Model Context Protocol server enabling AI assistants to scrape web content wi…
B 74 55 81 60 43 80 97
4647
SepulvedaRafael
BooksAPI-MCP Claim
A Model Context Protocol (MCP) server implementation built with Python and Fast…
B 74 54 64 65 N/A 40 95 100
4648
cfdude
Jira MCP Server Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 55 86 43 67 82 91
4649
gurdasnijor
Basic MCP Server Claim
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
B 74 54 74 51 N/A 45 95 100
4650
itzpingcat
Discord MCP Server Claim
Enables AI models to interact with Discord using human-readable channel names a…
B 74 55 86 58 43 81 94
Showing 4601–4650 of 45732 servers
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