MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 10 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66851 |
YouTube MCP
Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
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| 66852 |
X Search MCP Server
Claim
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
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| 66853 |
coinex-mcp-server
Claim
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
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| 66854 |
aws-mcp-server
Claim
An MCP server that provides tools for creating and managing AWS resources using…
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| 66855 |
freee-chat-mcp-server
Claim
Enables Claude Desktop to interact with freee accounting API for expense regist…
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| 66856 |
mcp-creditcard
Claim
Provides a Luhn check-digit validation tool for numeric strings such as credit …
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| 66857 |
twitter-read
Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
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| 66858 |
attestd-mcp
Claim
CVE and supply chain checks for MCP clients. Covers infrastructure, PyPI, and n…
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| 66859 |
VibeKit MCP
Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
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| 66860 |
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
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| 66861 |
OmniHub
Claim
A local-first MCP server for personal memory management, enabling AI agents to …
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| 66862 |
DHIS2 MCP Server
Claim
Connects DHIS2 health information systems to AI assistants via the Model Contex…
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| 66863 |
peer-agents-mcp
Claim
Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for…
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| 66864 |
aseprite-mcp
Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
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| 66865 |
Book Library MCP Server
Claim
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
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| 66866 |
news-mcp-server
Claim
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
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| 66867 |
glovebox-mcp
Claim
A sandboxed computer-use MCP server that lets an AI agent drive a real browser …
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| 66868 |
TaskForge
Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
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| 66869 |
blender-mcp
Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
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| 66870 |
img-convert MCP Server
Claim
Provides AI agents with tools to convert images between formats and inspect ima…
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| 66871 |
terminal-x-mcp
Claim
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
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| 66872 |
hayday-mcp-server
Claim
A read-only MCP server that serves live HayDay game data (crops, products, anim…
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| 66873 |
Provides secure SQL Server database access, allowing users to list tables and e…
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| 66874 |
anki-mcp
Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
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| 66875 |
AbletonMCP
Claim
Connects Ableton Live to Claude AI via the Model Context Protocol, enabling pro…
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| 66876 |
StockQuotes MCP
Claim
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
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| 66877 |
aviation-weather-mcp
Claim
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
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| 66878 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 66879 |
Enables AI agents to read, edit, execute cells, and capture outputs from Jupyte…
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| 66880 |
djangocms-mcp
Claim
A Django CMS plugin that provides Model Context Protocol (MCP) server functiona…
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| 66881 |
@nlspec/server
Claim
Enables AI agents to parse, create, update, delete, and search natural language…
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| 66882 |
apex-browser-mcp
Claim
Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safa…
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| 66883 |
ScribblesLM
Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
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| 66884 |
gymos-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 66885 |
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
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| 66886 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 66887 |
WeatherSafetyOS MCP
Claim
Provides personalized weather safety alerts and actions based on location, occu…
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| 66888 |
eval-mcp-server
Claim
Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, …
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| 66889 |
logseq-api-mcp
Claim
AI assistant integration with Logseq knowledge graph: 21 tools to read, write, …
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| 66890 |
AWS Cost Saver
Claim
Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 66891 |
cocos-mcp-v3-ui
Claim
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
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| 66892 |
blowsh-mcp
Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
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| 66893 |
google-mcp
Claim
Provides 20 tools for Google Drive, Docs, and Calendar operations with OAuth 2.…
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| 66894 |
IBM i MCP Server
Claim
Enables AI agents to interact with IBM i systems through the Model Context Prot…
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| 66895 |
mcp-devops-server
Claim
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 66896 |
cardano-node-mcp
Claim
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
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| 66897 |
appstore-mcp
Claim
Enables reading and updating App Store Connect metadata, in-app purchases, scre…
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| 66898 |
MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Sup…
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| 66899 |
Enables searching Word documents on remote FTP/FTPS servers by keyword, returni…
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| 66900 |
star
Claim
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