MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44051 |
applemusic-mcp
Claim
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
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| 44052 |
ZIM MCP Server
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Enables reading and searching ZIM files for offline reference content like Wiki…
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| 44053 |
Gamma MCP Server
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Enables AI assistants to generate presentations, documents, and webpages throug…
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| 44054 |
bfxr2-music-generator
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Generates music and sound effects using Bfxr2, with preset or custom parameter …
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| 44055 |
Storyflo
Claim
Curated audio news, daily briefings, the Declassified library + market-linked s…
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| 44056 |
sms-web2sms-mcp-server
Claim
Enables sending SMS messages and checking delivery status and credit balance vi…
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| 44057 |
mcp-remote-ssh
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Full SSH access for AI agents with secret-safe environment injection and automa…
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| 44058 |
pops4-mcp-catalog
Claim
AI-native corporate gifting & event infrastructure for Fortune 500. 70K product…
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| 44059 |
genaispanmapper-mcp
Claim
Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, a…
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| 44060 |
Provides CodeBuddy, Claude Code, and other MCP-compatible tools with a 4-layer …
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| 44061 |
sticker-mcp
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Enables AI to send expressive stickers based on conversation context, with a bu…
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| 44062 |
MCP server for Brazilian Federal Senate open data (legislative, administrative,…
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| 44063 |
WebTrace MCP Server
Claim
Exposes reverse engineering capabilities via MCP protocol, enabling AI agents t…
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| 44064 |
ism-mcp
Claim
Agent-friendly query layer over the ASD Information Security Manual, served via…
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| 44065 |
Create Web Page
Claim
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
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| 44066 |
mcp
Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
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| 44067 |
shadcn/ui MCP Server
Claim
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
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| 44068 |
gold-mcp
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MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
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| 44069 |
WHOOP MCP Server
Claim
Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI…
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| 44070 |
Repowise
Claim
Codebase intelligence for AI coding agents — graph, git history, docs, decision…
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| 44071 |
notification-mcp
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Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 44072 |
mcp-indian-stocks
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Enables real-time and historical Indian stock market data retrieval, including …
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| 44073 |
Lorcana Event Finder
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An MCP server that lets AI assistants look up Disney Lorcana TCG events, stores…
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| 44074 |
Dropbox Dash MCP Server
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Exposes Dropbox Dash search and file metadata via STDIO, enabling users to sear…
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| 44075 |
mcp-mayo
Claim
MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and …
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| 44076 |
CbetaMCP Workers
Claim
Cloudflare Workers 版 MCP 服务器,提供 CBETA 佛经数据库的搜索与查询工具,支持关键词、典籍、作者等检索功能。
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| 44077 |
TaskMan of London
Claim
TaskMan of London lets AI agents help users find, price, and book real home ser…
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| 44078 |
unblink
Claim
Pure-Go browser for AI: fetch pages, render JS without Chromium, return clean M…
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| 44079 |
Shopify MCP Server
Claim
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
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| 44080 |
my-mcp2
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| 44081 |
spm-analyzer-mcp
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| 44082 |
rspace
Claim
R.Space — the real estate OS for the UAE.
The platform powers every side of th…
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| 44083 |
gemini-grounding
Claim
An MCP server that provides real-time information access using Google Gemini's …
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| 44084 |
Japan Data MCP
Claim
Enables AI agents to query Japanese public data (laws, corporations, statistics…
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| 44085 |
Zoho Mail MCP Server
Claim
Enables AI assistants to read, send, search, reply to, and delete emails direct…
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| 44086 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 44087 |
Automates job application tracking and resume/cover letter generation using AI,…
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| 44088 |
@reposit-bot/reposit-mcp
Claim
Enables AI agents to search, share, and vote on community knowledge solutions v…
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| 44089 |
companion-mcp-server
Claim
MCP server for Bitfocus Companion, enabling AI assistants to control buttons, t…
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| 44090 |
TON Data MCP Server
Claim
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
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| 44091 |
MCP server for Oracle Linux OS operations, providing tools for package manageme…
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| 44092 |
Salta
Claim
Mobile-first AI life planner — turn goals into daily, synced tasks from your AI…
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| 44093 |
An MCP server that provides tools for financial analysis and investment researc…
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| 44094 |
DEM Terrain Analysis
Claim
AI-powered terrain analysis for any location on Earth. Uses super-resolution a…
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| 44095 |
Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 acti…
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| 44096 |
Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distil…
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| 44097 |
mcp-rcsb-pdb
Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
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| 44098 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
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| 44099 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
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| 44100 |
uptime-kuma-mcp-server
Claim
Enables managing Uptime Kuma monitors via MCP protocol, supporting batch add, l…
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