MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7101 |
A Model Context Protocol (MCP) server that provides real-time flight tracking a…
|
B 71 5⁄5 | ||||||||
| 7102 |
MCP Doc Server
Claim
A document-based MCP server that supports keyword searching and content retriev…
|
B 71 6⁄6 | ||||||||
| 7103 |
slack-mcp
Claim
OAuth-based multi-user Slack MCP server with HTTP transport
|
B 71 5⁄4 | ||||||||
| 7104 |
Enables comprehensive interaction with the GitHub API, including file operation…
|
B 71 5⁄5 | ||||||||
| 7105 |
Enables searching and retrieving icons from The Noun Project API with advanced …
|
B 71 5⁄5 | ||||||||
| 7106 |
MCP server for structured reasoning with cognitive trap detection, verification…
|
B 71 5⁄4 | ||||||||
| 7107 |
Connects AI assistants to JoeAPI construction management system, enabling manag…
|
B 71 5⁄5 | ||||||||
| 7108 |
A real-time flight tracking interface for LLMs that connects AI assistants to l…
|
B 71 5⁄5 | ||||||||
| 7109 |
Integrates Monti APM with the Model Context Protocol to provide AI assistants w…
|
B 71 5⁄5 | ||||||||
| 7110 |
Enables intelligent file searching in local directories using natural language …
|
B 71 5⁄4 | ||||||||
| 7111 |
Enables AI agents to fetch Nebius cloud service documentation and execute Nebiu…
|
B 71 5⁄4 | ||||||||
| 7112 |
Enables natural language interaction for scRNA-Seq analysis including preproces…
|
B 71 5⁄5 | ||||||||
| 7113 |
Enables interaction with Salesforce organizations through SOQL queries, object …
|
B 71 5⁄4 | ||||||||
| 7114 |
Celery MCP
Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
|
B 71 5⁄5 | ||||||||
| 7115 |
Provides access to live NHL game data, player and team statistics, standings, s…
|
B 71 5⁄5 | ||||||||
| 7116 |
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
|
B 71 5⁄5 | ||||||||
| 7117 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7118 |
Enables interaction with Memobird thermal printers to print text, HTML, web pag…
|
B 71 5⁄5 | ||||||||
| 7119 |
MCP Server for accessing Raindrop.io bookmark manager.
|
B 71 5⁄5 | ||||||||
| 7120 |
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
|
B 71 5⁄5 | ||||||||
| 7121 |
This MCP server provides comprehensive access to the Mews hospitality platform …
|
B 71 5⁄5 | ||||||||
| 7122 |
Enables interaction with Qiita, a Japanese developer community platform, throug…
|
B 71 5⁄5 | ||||||||
| 7123 |
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
|
B 71 5⁄5 | ||||||||
| 7124 |
Ops MCP Server
Claim
Enables management of operations tasks through Gmail integration. Provides tool…
|
B 71 5⁄5 | ||||||||
| 7125 |
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
|
B 71 5⁄5 | ||||||||
| 7126 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
|
B 71 5⁄5 | ||||||||
| 7127 |
Free certification prep for the Claude Certified Architect exam by Connectry LA…
|
B 71 5⁄4 | ||||||||
| 7128 |
Integrates with the Eventbrite API to provide AI-assisted event management capa…
|
B 71 5⁄5 | ||||||||
| 7129 |
Firebase Realtime Database
|
B 71 5⁄4 | ||||||||
| 7130 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7131 |
Provides AI agents with physics-based corrosion engineering calculations, from …
|
B 71 5⁄4 | ||||||||
| 7132 |
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
|
B 71 5⁄5 | ||||||||
| 7133 |
PopUI
Claim
A companion desktop app enabling bi-directional interaction between Claude Desk…
|
B 71 5⁄4 | ||||||||
| 7134 |
codeprism
Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
|
B 71 5⁄4 | ||||||||
| 7135 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7136 |
Provides structured access to NHL data including teams, players, standings, sch…
|
B 71 5⁄5 | ||||||||
| 7137 |
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
|
B 71 4⁄4 | ||||||||
| 7138 |
A Model Context Protocol server that connects to a payments company's developer…
|
B 71 5⁄4 | ||||||||
| 7139 |
Enables AI assistants to work with Strudel live coding patterns for music creat…
|
B 71 5⁄5 | ||||||||
| 7140 |
Enables mathematical operations and calculations through an MCP server interfac…
|
B 71 5⁄4 | ||||||||
| 7141 |
Analyzes software licenses using Scancode data to help users identify problemat…
|
B 71 5⁄4 | ||||||||
| 7142 |
A Model Context Protocol server that provides comprehensive domain analysis cap…
|
B 71 5⁄5 | ||||||||
| 7143 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 7144 |
A simple TypeScript-based MCP server that implements a notes system, allowing u…
|
B 71 5⁄5 | ||||||||
| 7145 |
Persistent, searchable context storage across Claude Code sessions using SQLite…
|
B 71 5⁄4 | ||||||||
| 7146 |
Enables interaction with Datadog's monitoring platform to search logs, search t…
|
B 71 5⁄5 | ||||||||
| 7147 |
Facilitates the creation of mathematical diagrams using natural language throug…
|
B 71 5⁄4 | ||||||||
| 7148 |
Next.js MCP Server
Claim
Enables AI assistants to automate Next.js development including project scaffol…
|
B 71 5⁄4 | ||||||||
| 7149 |
VibeDefender MCP Server
Claim
Provides security assessment methodology, tool documentation, and step-by-step …
|
B 71 5⁄5 | ||||||||
| 7150 |
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
|
B 71 5⁄4 | ||||||||