MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6101
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 66 60 86 82 21 77 91
6102
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
6103
Shawnzheng011019
An MCP server designed to assist with generating, converting, and translating M…
B 72 55 79 52 52 80 91
6104
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
6105
e2b-dev
mcp-server Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 54 70 38 N/A 72 100 82
6106
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
6107
yunfeizhu
MCP Mail Server Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 55 75 52 51 81 100
6108
dhkim0124
Anki MCP Server Claim 1
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
B 72 54 73 45 N/A 51 89 99
6109
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6110
manfye
Provides seamless access to Malaysia's official government data catalogue, enab…
B 72 54 72 56 N/A 42 90 97
6111
septemhill
Etherscan MCP Tool Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 55 78 63 39 76 94
6112
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 64 92 67 0 84 95 100
6113
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
6114
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
6115
proofofwork-agency
reporecall Claim
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
B 72 54 94 0 N/A 81 91 98
6116
eternnoir
AI Studio MCP Server Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 55 81 68 27 81 91
6117
Shawn5cents
agentskin Claim 2
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
B 72 54 84 67 N/A 37 68 94
6118
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
6119
Revenant30102000
Provides AI assistants with access to authentic World of Tanks Blitz game data …
B 72 54 66 57 N/A 42 95 95
6120
swairshah
InputMCP Claim
Enables collecting contextual user input through a dedicated Electron window in…
B 72 55 84 82 N/A 49 95 35
6121
moro3k
mcp-altegio Claim 2
MCP server for Altegio API — appointments, clients, services, staff schedules f…
B 72 55 69 62 68 83 79
6122
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6123
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 55 72 62 37 81 100
6124
NellyW8
A comprehensive Model Context Protocol server that connects AI assistants to El…
B 72 54 96 31 N/A 29 95 96
6125
yangbuyiya
A FastMCP-based service that extracts no-watermark links from 20+ video platfor…
B 72 55 60 82 N/A 55 95 65
6126
OguntolaIbrahim
image-viewer Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 54 78 55 N/A 26 90 100
6127
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 55 86 61 24 80 95
6128
SUSE
suse-ai-up Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
B 72 54 90 41 N/A 60 95 71
6129
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
6130
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
6131
newerton
Investidor10 MCP Server
B 72 55 72 52 68 82 86
6132
djm81
Chroma MCP Server Claim 1
A Model Context Protocol server integration that creates a persistent, searchab…
B 72 55 81 58 49 80 86
6133
suprsend
Manage your entire notification infrastructure using natural language. Trigger …
B 72 44 58 N/A N/A 56 83 93
6134
Ackberry
Enables control of Spotify playback, search, and playlist management through MC…
B 72 55 78 63 30 81 100
6135
yorifuji
MCP-WTIT Claim 1
A Model Context Protocol server that provides current time in ISO8601 format wi…
B 72 55 51 87 N/A 64 95 61
6136
ryudi84
web-scraper Claim 1
MCP server for web scraping: URLs, links, metadata, CSS extraction.
B 72 54 69 72 N/A 23 90 94
6137
RCSnyder
Analysis MCP Claim
Provides cognitive tools for critical thinking and multi-perspective analysis o…
B 72 55 60 82 N/A 21 95 89
6138
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
6139
davidcaraman
Processes documents, analyzes GitHub repositories, and researches companies usi…
B 72 54 78 66 N/A 18 95 91
6140
movibe
Memory Bank MCP Claim
Memory Bank Server provides a set of tools and resources for AI assistants to i…
B 72 55 86 30 75 82 89
6141
mk-8
Enables control of Amazon Music playback through Claude Desktop via the Model C…
B 72 54 78 47 N/A 42 90 100
6142
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
6143
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6144
DownAtTheBottomOfTheMoleHole
megalinter Claim 1
MCP server for running Ox Security MegaLinter via mega-linter-runner
B 72 54 69 28 N/A 84 95 91
6145
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
6146
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6147
vmanoilov
zen-mcp-server Claim 2
B 72 54 96 41 N/A 42 94 78
6148
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6149
mauricio-cantu
Query a variety of data from Brasil resources seamlessly. Access information on…
B 72 54 76 55 N/A 28 94 100
6150
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
Showing 6101–6150 of 67197 servers
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