MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3301 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3302 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
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B 76 5⁄5 | ||||||||
| 3303 |
An MCP server for Android's Tasker automation app.
|
B 76 5⁄4 | ||||||||
| 3304 |
Enables AI agents to explore, search, and reference code implementation details…
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B 76 5⁄4 | ||||||||
| 3305 |
PrintSmith MCP Server
Claim
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
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B 76 5⁄4 | ||||||||
| 3306 |
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
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B 76 5⁄5 | ||||||||
| 3307 |
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
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B 76 5⁄5 | ||||||||
| 3308 |
Create sandboxed local development environments directly from Github and execut…
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B 76 5⁄4 | ||||||||
| 3309 |
Enables Claude to connect and interact with A2A Protocol agents, allowing disco…
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B 76 5⁄5 | ||||||||
| 3310 |
An MCP server implementation that enables AI assistants to interact with Listmo…
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B 76 5⁄5 | ||||||||
| 3311 |
Enables text-to-image generation, image editing, and multi-image composition us…
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B 76 5⁄5 | ||||||||
| 3312 |
Transform any AI agent into a domain expert by giving it access to modular, reu…
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B 76 5⁄4 | ||||||||
| 3313 |
Provides persistent memory functionality for AI conversations by creating, mana…
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B 76 5⁄4 | ||||||||
| 3314 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
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B 76 5⁄4 | ||||||||
| 3315 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
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B 76 5⁄4 | ||||||||
| 3316 |
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
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B 76 5⁄5 | ||||||||
| 3317 |
A BLE fitness device simulator that enables AI agents to control simulated hear…
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B 76 5⁄5 | ||||||||
| 3318 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
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B 76 5⁄5 | ||||||||
| 3319 |
Enables AI assistants to interact with macOS windows through yabai, providing w…
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B 76 5⁄5 | ||||||||
| 3320 |
MCP OpenVision is a Model Context Protocol (MCP) server that provides image ana…
|
B 76 5⁄5 | ||||||||
| 3321 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
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B 76 5⁄4 | ||||||||
| 3322 |
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
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B 76 5⁄4 | ||||||||
| 3323 |
Claude Usage MCP Server
Claim
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
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B 76 5⁄4 | ||||||||
| 3324 |
MCP Memory Server with DuckDB backend
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B 76 5⁄4 | ||||||||
| 3325 |
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
|
B 76 6⁄6 | ||||||||
| 3326 |
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
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B 76 5⁄4 | ||||||||
| 3327 |
An MCP Server to connect to searXNG instances
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B 76 5⁄4 | ||||||||
| 3328 |
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
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B 76 5⁄5 | ||||||||
| 3329 |
MCP server for Pylon customer support platform
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B 76 5⁄4 | ||||||||
| 3330 |
Enables AI agents to discover each other and communicate through cryptographica…
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B 76 5⁄5 | ||||||||
| 3331 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
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B 76 5⁄4 | ||||||||
| 3332 |
Checks username availability and retrieves account information across major soc…
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B 76 5⁄5 | ||||||||
| 3333 |
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
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B 76 5⁄5 | ||||||||
| 3334 |
MCP Platform
Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
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B 76 5⁄5 | ||||||||
| 3335 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
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B 76 5⁄5 | ||||||||
| 3336 |
A MCP server for accessing Zoom recordings and transcripts without requiring di…
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B 76 5⁄5 | ||||||||
| 3337 |
Korean government open data - weather, population, law search via data.go.kr
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B 76 6⁄6 | ||||||||
| 3338 |
Extract brand assets (logos, colors, backdrop images, brand name) from any webs…
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B 76 5⁄5 | ||||||||
| 3339 |
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
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B 76 5⁄4 | ||||||||
| 3340 |
Enables AI assistants to create, read, edit, and manipulate LibreOffice documen…
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B 76 5⁄4 | ||||||||
| 3341 |
Microservice Connector Protocol server that exposes Grabba API functionalities …
|
B 76 6⁄6 | ||||||||
| 3342 |
xiaohongshu-mcp
Claim
MCP for xiaohongshu.com
|
B 76 5⁄4 | ||||||||
| 3343 |
A sophisticated server that enables AI assistants to automatically analyze code…
|
B 76 5⁄5 | ||||||||
| 3344 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
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B 76 5⁄5 | ||||||||
| 3345 |
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
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B 76 5⁄5 | ||||||||
| 3346 |
MCP server for understanding AWS spend
|
B 76 5⁄5 | ||||||||
| 3347 |
MCP Master Puppeteer
Claim
An advanced MCP server for browser automation using Puppeteer, specifically opt…
|
B 76 5⁄4 | ||||||||
| 3348 |
Provides programmatic access to Xcode functionality, enabling AI assistants to …
|
B 76 5⁄5 | ||||||||
| 3349 |
An implementation project of a JVM-based MCP (Model Context Protocol) server.
|
B 76 5⁄4 | ||||||||
| 3350 |
Website Generator
Claim
Website Generator
|
B 76 5⁄4 | ||||||||