MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31651 |
HR Solx MCP Server
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Acts as a bridge between AI models and the HR Solx REST API, enabling natural l…
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| 31652 |
An MCP server that enables AI assistants like Claude to interact with Substack …
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| 31653 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 31654 |
Jobber AI Assistant
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AI-powered MCP server for Jobber. Query your clients, jobs, quotes, and invoice…
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| 31655 |
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
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| 31656 |
google_ads_mcp_lee
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| 31657 |
cchub
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CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 31658 |
mcp-gera-home
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Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
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| 31659 |
Apple Calendar MCP
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Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
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| 31660 |
ijfw
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One install. Shared memory, smart routing, disciplined workflow, multi-AI audit…
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| 31661 |
Cellar
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Hybrid computer-use MCP server that automates browsers and native macOS/Linux a…
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| 31662 |
bhs-mcp
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An MCP server for Blackhearts & Sparrows product data that enables searching pr…
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| 31663 |
Better Auth Server
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# Better Auth MCP Server
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Eraser Diagram Generator
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Generate professional diagrams from text descriptions using the Eraser API thro…
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| 31665 |
inday-api
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Public holiday data for 30+ countries. Check holidays, working days, and full c…
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| 31666 |
kinhsach
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| 31667 |
The Lounge
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Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 31668 | — | |||||||||
| 31669 |
Arcaelas MCP
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Provides AI-powered tools for image generation, text-to-speech conversion, back…
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| 31670 |
mcp-a2a-swap
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A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…
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| 31671 |
kevros-mcp
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Governance primitives for autonomous agents — verify actions against policy, re…
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| 31672 |
PIX4Dmatic MCP
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Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
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| 31673 |
HumanizerMCP
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Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
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| 31674 | — | |||||||||
| 31675 |
mcp-server
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| 31676 |
OneTech MCP Server
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Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
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| 31677 |
mcpmeraki
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| 31678 |
SME Copilot MCP Server
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Generates business action reports for SMEs by retrieving company profiles throu…
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| 31679 |
neo4j
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| 31680 |
Tududi MCP Server
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Connects AI assistants to the Tududi productivity platform to manage tasks, pro…
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| 31681 |
baserow
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Baserow database integration with table search, list, and row create, read, upd…
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| 31682 |
framedeck-mcp
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[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
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| 31683 |
mymcpserver_bjarvis
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| 31684 |
MCP SSH Server
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Connects Claude to remote servers via SSH to execute commands, manage files, an…
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| 31685 |
RTIdeas MCP API Server
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Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 31686 |
Xiaohongshu MCP Server
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Enables enterprise-grade multi-account management and automated operations for …
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| 31687 |
Plith
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The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
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| 31688 |
NanoBanana MCP
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Generates AI images using Google Imagen directly in Claude Desktop, with automa…
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| 31689 |
Remote HTTP MCP server that reads Outlook email attachments via Microsoft Graph…
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| 31690 |
my-test-mcp
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| 31691 |
webiny-js
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Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3).…
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| 31692 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 31693 |
A Model Context Protocol server implementation that runs on Cloudflare Workers …
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| 31694 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 31695 | — | |||||||||
| 31696 |
A demonstration MCP server that simulates server management actions for Contabo…
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| 31697 |
Mudrex MCP Server
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MCP server for Mudrex futures trading enabling AI agents to securely access dat…
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| 31698 |
sdk
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Analyze your project to detect its language and deployment needs. Generate and …
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| 31699 |
immich-mcp
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An MCP server for Immich self-hosted photo management that provides AI-accessib…
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| 31700 |
nationalize
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Nationalize MCP — nationality prediction from first name (nationalize.io, free,…
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