MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45351 |
Soundiiz MCP
Claim
An MCP server for Soundiiz that lets AI assistants inspect sync jobs and SmartL…
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| 45352 |
Nocticas
Claim
Browser QA agent that won't return a false green: verified PASS/FAIL + access-c…
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| 45353 |
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
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| 45354 |
PCL MCP Server
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Enables AI coding agents to access persistent, structured product context (pers…
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| 45355 |
seo-monster
Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
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| 45356 |
Sky PC MCP Companion
Claim
本地MCP工具,通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互,支持AI客户端陪聊和实验。
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| 45357 |
LinkedIn MCP Server
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Fully featured MCP server that provides automation tools for LinkedIn, supporti…
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| 45358 |
SCRT Network MCP Server
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Enables interaction with the Secret Network blockchain, including querying bloc…
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| 45359 |
Gleanit
Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
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| 45360 |
mcp
Claim
Agent-native uptime monitoring. Create, inspect, and assert monitor health. Fre…
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| 45361 |
Fetch MCP Server
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Reduces token consumption by 73-87% by cleaning web and API data before it reac…
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| 45362 |
VNC MCP Server
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Empowers AI agents to see, reason, and control computers via VNC, providing adv…
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| 45363 |
media-mcp
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An MCP server for AI-powered media generation using Google Gemini, enabling cre…
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| 45364 |
splitwise-mcp
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MCP server that exposes every endpoint from Splitwise's public self-serve API d…
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| 45365 |
yt-repurpose
Claim
Enables AI assistants to extract YouTube transcripts and repurpose them into so…
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| 45366 |
Clio Manage MCP
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MCP server that connects Clio Manage to Claude via OAuth, enabling law firm man…
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| 45367 |
mcp-databend
Claim
Enables AI agents to connect to Databend databases safely with a session sandbo…
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| 45368 |
justetf-mcp
Claim
Provides read-only access to justETF data including ETF search, profiles, chart…
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| 45369 |
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
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| 45370 |
alexa-mcp
Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
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| 45371 |
facebook-ads
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| 45372 |
tableau-mcp-navi
Claim
A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants…
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| 45373 |
playwright-mcp
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Provides browser automation capabilities for AI assistants, enabling web naviga…
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| 45374 |
Storydoc
Claim
Generate and manage Storydoc presentations from any MCP-compatible client.
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| 45375 |
Enables LLMs to query and analyze government website analytics from analytics.u…
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| 45376 |
wellulu-insight
Claim
Automatically saves valuable insights, learnings, and business knowledge from C…
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| 45377 |
Marvenn MCP Server
Claim
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
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| 45378 |
ros2_medkit_mcp
Claim
A thin MCP adapter that connects an LLM to the ros2_medkit SOVD HTTP API, enabl…
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| 45379 |
gingsisi/AgentsHive
Claim
DescriptiShared knowledge cache for AI agents — cache-first search saves tokens…
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| 45380 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 45381 |
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
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| 45382 |
discord-ai-mcp
Claim
A free MCP server for growing Discord communities, offering tools to search pub…
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| 45383 |
Agent Helper
Claim
Enables AI agents to process files locally — OCR images, extract text from PDFs…
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| 45384 |
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
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| 45385 |
Moleculer MCP Bridge
Claim
MCP server that exposes Moleculer.js microservice actions as AI tools, enabling…
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| 45386 |
Apple Mail Summary MCP
Claim
Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
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| 45387 |
ServiceNow MCP Server
Claim
Enables AI assistants and development tools to interact with ServiceNow instanc…
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| 45388 |
macos-mcp
Claim
Enables AI assistants to read, create, update, and delete data in macOS apps (R…
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| 45389 |
profitspot-mcp
Claim
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
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| 45390 |
vault-kv-mcp
Claim
A read-only MCP server that provides tools to read, list, and inspect secrets f…
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| 45391 |
Wave MCP Server
Claim
Comprehensive MCP server for Wave Accounting, providing 45+ tools across invoic…
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| 45392 |
@plantuml/mcp-js
Claim
Pure Node.js MCP server that renders and validates PlantUML diagrams with zero …
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| 45393 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 45394 |
Godot MCP
Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
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| 45395 |
Relay
Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
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| 45396 |
inventree-mcp
Claim
Enables interaction with InvenTree inventory management system, providing tools…
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| 45397 |
python-patterns-mcp
Claim
Exposes the 23 Gang of Four design patterns to AI coding agents for generation,…
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| 45398 |
youtube-music-mcp
Claim
An MCP server for managing YouTube Music playlists via Claude. Add and remove s…
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| 45399 |
python-repl-mcp
Claim
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
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| 45400 |
soundings-mcp
Claim
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
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