MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44001 |
Enables Claude Code to browse, create, edit, and publish Pulse workflows by exp…
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| 44002 |
meeting-mcp
Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
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| 44003 |
Provides comprehensive access to Google Search Console data with enhanced analy…
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| 44004 |
mermaid-mcp-server
Claim
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
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| 44005 |
arcgis-mcp-bridge
Claim
Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JS…
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| 44006 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 44007 |
sec-aircrack-ng-mcp
Claim
Enables AI assistants to perform authorized WiFi security assessments, includin…
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| 44008 |
MCP DB Python
Claim
A Python-powered Model Context Protocol server that provides safe database insp…
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| 44009 |
MCP Serial Port Tool
Claim
Enables AI assistants to interact with physical serial port devices across plat…
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| 44010 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 44011 |
Maestro
Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
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| 44012 |
echo3s-mcp
Claim
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| 44013 |
sysprobe-mcp
Claim
Token-efficient MCP server for Linux system diagnostics and desktop/hardware co…
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| 44014 |
An MCP server that enables developers to summon AI development team agents dire…
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| 44015 |
reading-coach
Claim
An AI reading companion that curates next books based on the Chicago Plan curri…
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| 44016 |
Tiger GitHub MCP Server
Claim
Enables LLMs to interact with GitHub via the Model Context Protocol, providing …
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| 44017 |
allai
Claim
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| 44018 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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| 44019 |
mcp-arcgis-palmbeach
Claim
Enables AI agents to search and query Palm Beach County GIS open geospatial dat…
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| 44020 |
Crankly
Claim
MCP server for structured public vehicle data from StartMyCar, providing tools …
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| 44021 |
spain-legal
Claim
Spain immigration, residency, NIE/TIE, and tax MCP for agents from Legal Fourni…
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| 44022 |
youtube-music-mcp
Claim
An MCP server for managing YouTube Music playlists via Claude. Add and remove s…
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| 44023 |
atlassian-mcp
Claim
MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage page…
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| 44024 |
Enables retrieval of YouTube video transcripts/subtitles and titles using yt-dl…
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| 44025 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 44026 |
MyFitnessPal MCP Server
Claim
Enables Claude to manage MyFitnessPal food diaries, nutrition goals, exercises,…
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| 44027 |
mcp-server-gsc
Claim
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| 44028 |
vibe-mcp-02
Claim
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| 44029 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 44030 |
prompts-mcp-server
Claim
Automatically generates and manages a prompts system for software projects, ena…
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| 44031 |
opencode-ast-mcp
Claim
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
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| 44032 |
rosclaw-ur-rtde-mcp
Claim
MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE …
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| 44033 |
gmail-mcp
Claim
Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…
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| 44034 |
shopify-mcp-server
Claim
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
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| 44035 |
myfitnesspal-mcp
Claim
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
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| 44036 |
biosamples-mcp
Claim
Validates biological sample metadata against ENA checklists, recommends appropr…
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| 44037 |
Markdrop MCP Server
Claim
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
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| 44038 |
Genesys MCP
Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
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| 44039 |
kaiten-mcp
Claim
MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 3…
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| 44040 |
Sparkle MCP Server
Claim
Provides secure file access and clipboard history management for Claude AI and …
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| 44041 |
evoltuion
Claim
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| 44042 |
Ticket Fighter
Claim
Automates parking ticket detection, evidence gathering, and dispute preparation…
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| 44043 |
A Model Context Protocol server that provides access to the HackTricks knowledg…
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| 44044 |
Enables interior planning for Korean apartments by converting natural language …
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| 44045 |
NEXUS Protocol
Claim
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
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| 44046 |
timedoctor-mcp
Claim
MCP Server for extracting Time Doctor time tracking data via AI assistants.
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| 44047 |
Velaris Intelligence
Claim
AI-generated customer success reports for Velaris platform users. Authenticates…
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| 44048 |
Macaroon Network
Claim
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
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| 44049 |
mcp_qrant
Claim
Provides a unified interface for storing and querying vector databases, current…
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| 44050 |
bisibility
Claim
Track keyword rankings, research SEO opportunities, and manage bisibility proje…
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